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2020 – today
- 2025
[j86]Xiaochen Zhang, Yunfeng Cai, Haoyi Xiong:
Knoop: practical enhancement of knockoff with over-parameterization for variable selection. Mach. Learn. 114(1): 26 (2025)- [j85]Silin Chen
, Qingzhong Wang, Kangjian Di, Haoyi Xiong, Ningmu Zou:
Look Twice and Closer: A Coarse-to-Fine Segmentation Network for Small Objects in Remote Sensing Images. IEEE Signal Process. Lett. 32: 826-830 (2025) - [j84]Song Zhang, Qingzhong Wang, Junyi Liu, Haoyi Xiong:
ALPS: An Auto-Labeling and Pre-Training Scheme for Remote Sensing Segmentation With Segment Anything Model. IEEE Trans. Image Process. 34: 2408-2420 (2025) - [c78]Tianhao Peng, Xuhong Li, Haitao Yuan, Yuchen Li, Haoyi Xiong:
SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning. AAAI 2025: 19875-19883 - [c77]Lichen Bai, Shitong Shao, Zikai Zhou, Zipeng Qi, Zhiqiang Xu, Haoyi Xiong, Zeke Xie:
Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection. ICLR 2025 - [c76]Shitong Shao, Zikai Zhou, Bai Lichen, Haoyi Xiong, Zeke Xie:
IV-mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis. ICLR 2025 - [c75]Yuchen Li, Haoyi Xiong, Yongqi Zhang, Jiang Bian, Tianhao Peng, Xuhong Li, Shuaiqiang Wang, Linghe Kong, Dawei Yin:
RankElectra: Semi-supervised Pre-training of Learning-to-Rank Electra for Web-scale Search. KDD (1) 2025: 2415-2425 - [i87]Yuhui Yun, Huilong Ye, Xinru Li, Ruojia Li, Jingfeng Deng, Li Li, Haoyi Xiong:
EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents. CoRR abs/2501.13746 (2025) - [i86]Xiaochen Zhang, Yunfeng Cai, Haoyi Xiong:
Knoop: Practical Enhancement of Knockoff with Over-Parameterization for Variable Selection. CoRR abs/2501.17889 (2025) - [i85]Tianhao Peng, Xuhong Li, Haitao Yuan, Yuchen Li, Haoyi Xiong:
SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning. CoRR abs/2503.10100 (2025) - [i84]Xiaochen Zhang, Haoyi Xiong:
Interpretable Feature Interaction via Statistical Self-supervised Learning on Tabular Data. CoRR abs/2503.18048 (2025) - [i83]Shengyue Guan, Haoyi Xiong, Jindong Wang, Jiang Bian, Bin Zhu, Jian-guang Lou:
Evaluating LLM-based Agents for Multi-Turn Conversations: A Survey. CoRR abs/2503.22458 (2025) - [i82]Miao Fan, Shanshan Yu, Shengtong Xu, Kun Jiang, Haoyi Xiong, Xiangzeng Liu:
A Benchmark for Vision-Centric HD Mapping by V2I Systems. CoRR abs/2503.23963 (2025) - [i81]Miao Fan, Xuxu Kong, Shengtong Xu, Haoyi Xiong, Xiangzeng Liu:
Video-based Traffic Light Recognition by Rockchip RV1126 for Autonomous Driving. CoRR abs/2503.23965 (2025) - 2024
- [j83]Ashkan Farhangi, Jiang Bian, Arthur Huang, Haoyi Xiong, Jun Wang, Zhishan Guo:
Correction to: AA-forecast: anomaly-aware forecast for extreme events. Data Min. Knowl. Discov. 38(2): 812 (2024) - [j82]Qingzhong Wang, Haifang Li, Haoyi Xiong, Wen Wang, Jiang Bian, Yu Lu, Shuaiqiang Wang, Zhicong Cheng, Dejing Dou, Dawei Yin:
A Simple yet Effective Framework for Active Learning to Rank. Mach. Intell. Res. 21(1): 169-183 (2024) - [j81]Xingjian Li, Di Hu, Xuhong Li, Haoyi Xiong, Cheng-Zhong Xu, Dejing Dou:
Towards accurate knowledge transfer via target-awareness representation disentanglement. Mach. Learn. 113(2): 699-723 (2024) - [j80]Yuchen Li, Haoyi Xiong, Linghe Kong, Jiang Bian, Shuaiqiang Wang, Guihai Chen, Dawei Yin:
GS2P: a generative pre-trained learning to rank model with over-parameterization for web-scale search. Mach. Learn. 113(8): 5331-5349 (2024) - [j79]Haoyi Xiong, Xuhong Li, Boyang Yu, Dongrui Wu, Zhanxing Zhu, Dejing Dou:
Stochastic gradient descent with random label noises: doubly stochastic models and inference stabilizer. Mach. Learn. Sci. Technol. 5(1): 15039 (2024) - [j78]Ning Wang, Jiang Bian, Yuchen Li, Xuhong Li, Shahid Mumtaz, Linghe Kong, Haoyi Xiong:
Multi-purpose RNA language modelling with motif-aware pretraining and type-guided fine-tuning. Nat. Mac. Intell. 6(5): 548-557 (2024) - [j77]Weibin Liao, Qingzhong Wang, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang, Dejing Dou, Yanwu Xu, Haoyi Xiong:
MTPret: Improving X-Ray Image Analytics With Multitask Pretraining. IEEE Trans. Artif. Intell. 5(9): 4799-4812 (2024) - [j76]Yuehai Chen, Qingzhong Wang, Jing Yang, Badong Chen, Haoyi Xiong, Shaoyi Du:
Learning Discriminative Features for Crowd Counting. IEEE Trans. Image Process. 33: 3749-3764 (2024) - [j75]Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong:
GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware Interactive Graph Neural Network. IEEE Trans. Knowl. Data Eng. 36(5): 1991-2008 (2024) - [j74]Siyu Huang, Tianyang Wang, Haoyi Xiong, Bihan Wen, Jun Huan, Dejing Dou:
Temporal Output Discrepancy for Loss Estimation-Based Active Learning. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2109-2123 (2024) - [j73]Jiang Bian, Xuhong Li, Tao Wang, Qingzhong Wang, Jun Huang, Chen Liu, Jun Zhao, Feixiang Lu, Dejing Dou, Haoyi Xiong:
P2ANet: A Large-Scale Benchmark for Dense Action Detection from Table Tennis Match Broadcasting Videos. ACM Trans. Multim. Comput. Commun. Appl. 20(4): 118:1-118:23 (2024) - [j72]Dianhai Yu, Liang Shen, Hongxiang Hao, Weibao Gong, HuaChao Wu, Jiang Bian, Lirong Dai, Haoyi Xiong:
MoESys: A Distributed and Efficient Mixture-of-Experts Training and Inference System for Internet Services. IEEE Trans. Serv. Comput. 17(5): 2626-2639 (2024) - [j71]Haoyi Xiong, Jiang Bian, Yuchen Li, Xuhong Li, Mengnan Du, Shuaiqiang Wang, Dawei Yin, Sumi Helal:
When Search Engine Services Meet Large Language Models: Visions and Challenges. IEEE Trans. Serv. Comput. 17(6): 4558-4577 (2024) - [c74]Xuhong Li, Haoyi Xiong, Xingjian Li, Xiao Zhang, Ji Liu, Haiyan Jiang, Zeyu Chen, Dejing Dou:
G-LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint). AAAI 2024: 22705 - [c73]Xuewu Jiao, Xinsheng Luo, Miao Li, Jiang Bian, Junchao Yang, Wei Hu, Mingqing Hu, Weipeng Lu, Shikun Feng, Danlei Feng, Dongxu Yang, Haoyi Xiong, Shuanglong Li, Lin Liu:
A Multi-Node Multi-GPU Distributed GNN Training Framework for Large-Scale Online Advertising. CIKM 2024: 4595-4602 - [c72]Xuhong Li, Jiamin Chen, Yekun Chai, Haoyi Xiong:
GiLOT: Interpreting Generative Language Models via Optimal Transport. ICML 2024 - [c71]Jingyang Deng, Xingjian Li, Haoyi Xiong, Xiaoguang Hu, Jinwen Ma:
Geometry-Guided Conditional Adaptation for Surrogate Models of Large-Scale 3D PDEs on Arbitrary Geometries. IJCAI 2024: 5790-5798 - [c70]Yuchen Li, Haoyi Xiong, Linghe Kong, Jiang Bian, Shuaiqiang Wang, Guihai Chen, Dawei Yin:
GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search (Extended Abstract). IJCAI 2024: 8433-8438 - [c69]Yuchen Li, Haoyi Xiong, Linghe Kong, Zeyi Sun, Hongyang Chen, Shuaiqiang Wang, Dawei Yin:
MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale (Extended Abstract). IJCAI 2024: 8439-8443 - [i80]Haoyi Xiong, Xuhong Li, Xiaofei Zhang, Jiamin Chen, Xinhao Sun, Yuchen Li, Zeyi Sun, Mengnan Du:
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective. CoRR abs/2401.04374 (2024) - [i79]Jiamin Chen, Xuhong Li, Yanwu Xu, Mengnan Du, Haoyi Xiong:
Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training. CoRR abs/2401.08469 (2024) - [i78]Ruyi Yang, Jingyu Hu, Zihao Li, Jianli Mu, Tingzhao Yu, Jiangjiang Xia, Xuhong Li, Aritra Dasgupta, Haoyi Xiong:
Interpretable Machine Learning for Weather and Climate Prediction: A Survey. CoRR abs/2403.18864 (2024) - [i77]Song Zhang, Qingzhong Wang, Junyi Liu, Haoyi Xiong:
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model. CoRR abs/2406.10855 (2024) - [i76]Haoyi Xiong, Jiang Bian, Yuchen Li, Xuhong Li, Mengnan Du, Shuaiqiang Wang, Dawei Yin, Sumi Helal:
When Search Engine Services meet Large Language Models: Visions and Challenges. CoRR abs/2407.00128 (2024) - [i75]Haoyi Xiong, Zhiyuan Wang, Xuhong Li, Jiang Bian, Zeke Xie, Shahid Mumtaz, Laura E. Barnes:
Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents. CoRR abs/2407.08516 (2024) - [i74]Zipeng Qi, Lichen Bai, Haoyi Xiong, Zeke Xie:
Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization. CoRR abs/2407.14041 (2024) - [i73]Yuan Liao, Jiang Bian, Yuhui Yun, Shuo Wang, Yubo Zhang, Jiaming Chu, Tao Wang, Kewei Li, Yuchen Li, Xuhong Li, Shilei Ji, Haoyi Xiong:
Towards Automated Data Sciences with Natural Language and SageCopilot: Practices and Lessons Learned. CoRR abs/2407.21040 (2024) - [i72]Buhua Liu, Shitong Shao, Bao Li, Lichen Bai, Zhiqiang Xu, Haoyi Xiong, James Kwok, Sumi Helal, Zeke Xie:
Alignment of Diffusion Models: Fundamentals, Challenges, and Future. CoRR abs/2409.07253 (2024) - [i71]Yuchen Li, Haoyi Xiong, Linghe Kong, Zeyi Sun, Hongyang Chen, Shuaiqiang Wang, Dawei Yin:
Pre-trained Graphformer-based Ranking at Web-scale Search (Extended Abstract). CoRR abs/2409.16590 (2024) - [i70]Yuchen Li, Haoyi Xiong, Linghe Kong, Jiang Bian, Shuaiqiang Wang, Guihai Chen, Dawei Yin:
Generative Pre-trained Ranking Model with Over-parameterization at Web-Scale (Extended Abstract). CoRR abs/2409.16594 (2024) - [i69]Shitong Shao, Zikai Zhou, Lichen Bai, Haoyi Xiong, Zeke Xie:
IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis. CoRR abs/2410.04171 (2024) - [i68]Tianhao Peng, Yuchen Li, Xuhong Li, Jiang Bian, Zeke Xie, Ning Sui, Shahid Mumtaz, Yanwu Xu, Linghe Kong, Haoyi Xiong:
Pre-trained Molecular Language Models with Random Functional Group Masking. CoRR abs/2411.01401 (2024) - [i67]Lichen Bai, Shitong Shao, Zikai Zhou, Zipeng Qi, Zhiqiang Xu, Haoyi Xiong, Zeke Xie:
Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection. CoRR abs/2412.10891 (2024) - [i66]Zipeng Qi, Buhua Liu, Shiyan Zhang, Bao Li, Zhiqiang Xu, Haoyi Xiong, Zeke Xie:
A Simple and Efficient Baseline for Zero-Shot Generative Classification. CoRR abs/2412.12594 (2024) - 2023
- [j70]Xuhong Li, Haoyi Xiong, Xingjian Li, Xiao Zhang, Ji Liu, Haiyan Jiang, Zeyu Chen, Dejing Dou:
G-LIME: Statistical learning for local interpretations of deep neural networks using global priors. Artif. Intell. 314: 103823 (2023) - [j69]Jianqiu Wu, Hongyang Chen, Minhao Cheng, Haoyi Xiong:
CurvAGN: Curvature-based Adaptive Graph Neural Networks for Predicting Protein-Ligand Binding Affinity. BMC Bioinform. 24(1): 378 (2023) - [j68]Ashkan Farhangi, Jiang Bian, Arthur Huang, Haoyi Xiong, Jun Wang, Zhishan Guo:
AA-forecast: anomaly-aware forecast for extreme events. Data Min. Knowl. Discov. 37(3): 1209-1229 (2023) - [j67]Haoyi Xiong, Xun Zhou, David A. Bennett:
Detecting spatiotemporal propagation patterns of traffic congestion from fine-grained vehicle trajectory data. Int. J. Geogr. Inf. Sci. 37(5): 1157-1179 (2023) - [j66]Xuhong Li, Haoyi Xiong, Siyu Huang, Shilei Ji, Dejing Dou:
Cross-model consensus of explanations and beyond for image classification models: an empirical study. Mach. Learn. 112(5): 1627-1662 (2023) - [j65]Xuhong Li, Haoyi Xiong, Yi Liu, Dingfu Zhou, Zeyu Chen, Yaqing Wang, Dejing Dou:
Distilling ensemble of explanations for weakly-supervised pre-training of image segmentation models. Mach. Learn. 112(6): 2193-2209 (2023) - [j64]Xingjian Li, Abulikemu Abuduweili, Humphrey Shi, Pengkun Yang, Dejing Dou, Haoyi Xiong, Chengzhong Xu:
Semi-supervised transfer learning with hierarchical self-regularization. Pattern Recognit. 144: 109831 (2023) - [j63]Ji Liu, Lei Mo, Sijia Yang, Jingbo Zhou, Shilei Ji, Haoyi Xiong, Dejing Dou:
Data Placement for Multi-Tenant Data Federation on the Cloud. IEEE Trans. Cloud Comput. 11(2): 1414-1429 (2023) - [j62]Nicholas Gray, Megan Moraes, Jiang Bian, Alex Wang, Allen Tian, Kurt M. Wilson, Yan Huang, Haoyi Xiong, Zhishan Guo:
GLARE: A Dataset for Traffic Sign Detection in Sun Glare. IEEE Trans. Intell. Transp. Syst. 24(11): 12323-12330 (2023) - [j61]Jindong Han, Hao Liu, Haoyi Xiong, Jing Yang:
Semi-Supervised Air Quality Forecasting via Self-Supervised Hierarchical Graph Neural Network. IEEE Trans. Knowl. Data Eng. 35(5): 5230-5243 (2023) - [j60]Yuchen Li, Haoyi Xiong, Qingzhong Wang, Linghe Kong, Hao Liu, Haifang Li, Jiang Bian, Shuaiqiang Wang, Guihai Chen, Dejing Dou, Dawei Yin:
COLTR: Semi-Supervised Learning to Rank With Co-Training and Over-Parameterization for Web Search. IEEE Trans. Knowl. Data Eng. 35(12): 12542-12555 (2023) - [j59]Jiang Bian, Haoyi Xiong, Zhiyuan Wang, Jingbo Zhou, Shilei Ji, Hongyang Chen, Daqing Zhang, Dejing Dou:
$\mathcal {AFCS}:$AFCS: Aggregation-Free Spatial-Temporal Mobile Community Sensing. IEEE Trans. Mob. Comput. 22(9): 5017-5034 (2023) - [j58]Jiamin Chen, Xuhong Li, Lei Yu, Dejing Dou, Haoyi Xiong:
Beyond Intuition: Rethinking Token Attributions inside Transformers. Trans. Mach. Learn. Res. 2023 (2023) - [j57]Xingjian Li, Haoyi Xiong, Cheng-Zhong Xu, Dejing Dou:
SMILE: Sample-to-feature Mixup for Efficient Transfer Learning. Trans. Mach. Learn. Res. 2023 (2023) - [j56]Xueying Zhan, Zeyu Dai, Qingzhong Wang, Qing Li, Haoyi Xiong, Dejing Dou, Antoni B. Chan:
Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios. Trans. Mach. Learn. Res. 2023 (2023) - [j55]Fei Wu, Qingzhong Wang, Jiang Bian, Ning Ding, Feixiang Lu, Jun Cheng, Dejing Dou, Haoyi Xiong:
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications. IEEE Trans. Multim. 25: 7943-7966 (2023) - [j54]En Wang, Mijia Zhang, Wenbin Liu, Haoyi Xiong, Bo Yang, Yongjian Yang, Jie Wu:
Outlier-Concerned Data Completion Exploiting Intra- and Inter-Data Correlations in Sparse CrowdSensing. IEEE/ACM Trans. Netw. 31(2): 648-663 (2023) - [j53]Jiang Bian, Jizhou Huang, Shilei Ji, Yuan Liao, Xuhong Li, Qingzhong Wang, Jingbo Zhou, Dejing Dou, Yaqing Wang, Haoyi Xiong:
Feynman: Federated Learning-Based Advertising for Ecosystems-Oriented Mobile Apps Recommendation. IEEE Trans. Serv. Comput. 16(5): 3361-3372 (2023) - [j52]Yuchen Li, Haoyi Xiong, Linghe Kong, Rui Zhang, Fanqin Xu, Guihai Chen, Minglu Li:
MHRR: MOOCs Recommender Service With Meta Hierarchical Reinforced Ranking. IEEE Trans. Serv. Comput. 16(6): 4467-4480 (2023) - [c68]Qingrui Jia, Xuhong Li, Lei Yu, Jiang Bian, Penghao Zhao, Shupeng Li, Haoyi Xiong, Dejing Dou:
Learning from Training Dynamics: Identifying Mislabeled Data beyond Manually Designed Features. AAAI 2023: 8041-8049 - [c67]Jiamin Chen, Xuhong Li, Junting Xi, Lei Yu, Haoyi Xiong:
Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification. ClinicalNLP@ACL 2023: 403-413 - [c66]Yuchen Li, Haoyi Xiong, Linghe Kong, Jiang Bian, Shuaiqiang Wang, Guihai Chen, Dawei Yin:
GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search. DSAA 2023: 1-2 - [c65]Andong Deng, Xingjian Li, Di Hu, Tianyang Wang, Haoyi Xiong, Cheng-Zhong Xu:
Towards Inadequately Pre-trained Models in Transfer Learning. ICCV 2023: 19340-19351 - [c64]Yan Li, Xinjiang Lu, Haoyi Xiong, Jian Tang, Jiantao Su, Bo Jin, Dejing Dou:
Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution. ICDE 2023: 1611-1624 - [c63]Xuhong Li, Xuanyu Wu, Linghe Kong, Xiao Zhang, Siyu Huang, Dejing Dou, Haoyi Xiong:
ContRE: A Complementary Measure for Robustness Evaluation of Deep Networks via Contrastive Examples. ICDM 2023: 309-318 - [c62]Yuchen Li, Haoyi Xiong, Linghe Kong, Zeyi Sun, Hongyang Chen, Shuaiqiang Wang, Dawei Yin:
MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale. ICDM 2023: 339-348 - [c61]Yuxuan Zhang, Qingzhong Wang, Jiang Bian, Yi Liu, Yanwu Xu, Dejing Dou, Haoyi Xiong:
Video4MRI: An Empirical Study on Brain Magnetic Resonance Image Analytics with CNN-Based Video Classification Frameworks. ISBI 2023: 1-5 - [c60]Xuewu Jiao, Weibin Li, Xinxuan Wu, Wei Hu, Miao Li, Jiang Bian, Siming Dai, Xinsheng Luo, Mingqing Hu, Zhengjie Huang, Danlei Feng, Junchao Yang, Shikun Feng, Haoyi Xiong, Dianhai Yu, Shuanglong Li, Jingzhou He, Yanjun Ma, Lin Liu:
PGLBox: Multi-GPU Graph Learning Framework for Web-Scale Recommendation. KDD 2023: 4262-4272 - [c59]Yuchen Li, Haoyi Xiong, Linghe Kong, Qingzhong Wang, Shuaiqiang Wang, Guihai Chen, Dawei Yin:
S2phere: Semi-Supervised Pre-training for Web Search over Heterogeneous Learning to Rank Data. KDD 2023: 4437-4448 - [c58]Junde Wu, Rao Fu, Huihui Fang, Yu Zhang, Yehui Yang, Haoyi Xiong, Huiying Liu, Yanwu Xu:
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model. MIDL 2023: 1623-1639 - [c57]Ziqi Wen, Qingzhong Wang, Jiang Bian, Xuhong Li, Yi Liu, Haoyi Xiong:
Context Matters: Cross-Domain Cell Detection in Histopathology Images via Contextual Regularization. MIUA 2023: 147-156 - [c56]Xuhong Li, Mengnan Du, Jiamin Chen, Yekun Chai, Himabindu Lakkaraju, Haoyi Xiong:
M4: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models. NeurIPS 2023 - [c55]Zeren Zhang, Xingjian Li, Tao Hong, Tianyang Wang, Jinwen Ma, Haoyi Xiong, Cheng-Zhong Xu:
Overcoming Catastrophic Forgetting for Fine-Tuning Pre-trained GANs. ECML/PKDD (5) 2023: 293-308 - [c54]Yuchen Li, Haoyi Xiong, Linghe Kong, Shuaiqiang Wang, Zeyi Sun, Hongyang Chen, Guihai Chen, Dawei Yin:
LtrGCN: Large-Scale Graph Convolutional Networks-Based Learning to Rank for Web Search. ECML/PKDD (6) 2023: 635-651 - [i65]Yan Li, Xinjiang Lu, Haoyi Xiong, Jian Tang, Jiantao Su, Bo Jin, Dejing Dou:
Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution. CoRR abs/2301.02068 (2023) - [i64]Yuxuan Zhang, Qingzhong Wang, Jiang Bian, Yi Liu, Yanwu Xu, Dejing Dou, Haoyi Xiong:
Video4MRI: An Empirical Study on Brain Magnetic Resonance Image Analytics with CNN-based Video Classification Frameworks. CoRR abs/2302.12688 (2023) - [i63]Haoyi Xiong, Xuhong Li, Boyang Yu, Zhanxing Zhu, Dongrui Wu, Dejing Dou:
Doubly Stochastic Models: Learning with Unbiased Label Noises and Inference Stability. CoRR abs/2304.00320 (2023) - [i62]Wenke Xia, Xingjian Li, Andong Deng, Haoyi Xiong, Dejing Dou, Di Hu:
Robust Cross-Modal Knowledge Distillation for Unconstrained Videos. CoRR abs/2304.07775 (2023) - [i61]Haoyi Xiong, Jiang Bian, Sijia Yang, Xiaofei Zhang, Linghe Kong, Daqing Zhang:
Natural Language based Context Modeling and Reasoning with LLMs: A Tutorial. CoRR abs/2309.15074 (2023) - [i60]Weibin Liao, Haoyi Xiong, Qingzhong Wang, Yan Mo, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang, Dejing Dou:
MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body Parts. CoRR abs/2310.02000 (2023) - [i59]Weibin Liao, Xuhong Li, Qingzhong Wang, Yanwu Xu, Zhaozheng Yin, Haoyi Xiong:
CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation. CoRR abs/2310.03981 (2023) - [i58]Song Zhang, Qingzhong Wang, Jiang Bian, Haoyi Xiong:
TiC: Exploring Vision Transformer in Convolution. CoRR abs/2310.04134 (2023) - 2022
- [j51]Sijia Yang, Haoyi Xiong, Yunchao Zhang, Yi Ling, Licheng Wang, Kaibo Xu, Zeyi Sun:
OGM: Online gaussian graphical models on the fly. Appl. Intell. 52(3): 3103-3117 (2022) - [j50]Qingzhong Wang, Pengfei Zhang, Haoyi Xiong, Jian Zhao:
Face.evoLVe: A cross-platform library for high-performance face analytics. Neurocomputing 494: 443-445 (2022) - [j49]Jiang Bian, Abdullah Al Arafat, Haoyi Xiong, Jing Li, Li Li, Hongyang Chen, Jun Wang, Dejing Dou, Zhishan Guo:
Machine Learning in Real-Time Internet of Things (IoT) Systems: A Survey. IEEE Internet Things J. 9(11): 8364-8386 (2022) - [j48]Zhiyuan Wang, Haoyi Xiong, Jie Zhang, Sijia Yang, Mehdi Boukhechba, Daqing Zhang, Laura E. Barnes, Dejing Dou:
From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques. IEEE Internet Things J. 9(17): 15413-15434 (2022) - [j47]Jie Zhang, Yang Li, Haoyi Xiong, Dejing Dou, Chunyan Miao, Daqing Zhang:
HandGest: Hierarchical Sensing for Robust-in-the-Air Handwriting Recognition With Commodity WiFi Devices. IEEE Internet Things J. 9(19): 19529-19544 (2022) - [j46]Xuhong Li, Haoyi Xiong, Xingjian Li, Xuanyu Wu, Zeyu Chen, Dejing Dou:
InterpretDL: Explaining Deep Models in PaddlePaddle. J. Mach. Learn. Res. 23: 197:1-197:6 (2022) - [j45]Ji Liu, Jizhou Huang, Yang Zhou, Xuhong Li, Shilei Ji, Haoyi Xiong, Dejing Dou:
From distributed machine learning to federated learning: a survey. Knowl. Inf. Syst. 64(4): 885-917 (2022) - [j44]Xuhong Li, Haoyi Xiong, Xingjian Li, Xuanyu Wu, Xiao Zhang, Ji Liu, Jiang Bian, Dejing Dou:
Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond. Knowl. Inf. Syst. 64(12): 3197-3234 (2022) - [j43]Haoran Liu, Haoyi Xiong, Yaqing Wang, Haozhe An, Dejing Dou, Dongrui Wu:
Exploring the common principal subspace of deep features in neural networks. Mach. Learn. 111(3): 1125-1157 (2022) - [j42]Xingjian Li, Haoyi Xiong, Haozhe An, Cheng-Zhong Xu, Dejing Dou:
COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization. Neural Process. Lett. 54(6): 4735-4749 (2022) - [j41]Sudharsan Vaidhun, Zhishan Guo, Jiang Bian, Haoyi Xiong, Sajal K. Das:
Dynamic Path Planning for Unmanned Aerial Vehicles Under Deadline and Sector Capacity Constraints. IEEE Trans. Emerg. Top. Comput. Intell. 6(4): 839-851 (2022) - [j40]Xingjian Li, Haoyi Xiong, Zeyu Chen, Jun Huan, Ji Liu, Cheng-Zhong Xu, Dejing Dou:
Knowledge Distillation with Attention for Deep Transfer Learning of Convolutional Networks. ACM Trans. Knowl. Discov. Data 16(3): 42:1-42:20 (2022) - [j39]Haoyi Xiong, Ruosi Wan, Jian Zhao, Zeyu Chen, Xingjian Li, Zhanxing Zhu, Jun Huan:
GrOD: Deep Learning with Gradients Orthogonal Decomposition for Knowledge Transfer, Distillation, and Adversarial Training. ACM Trans. Knowl. Discov. Data 16(6): 117:1-117:25 (2022) - [j38]Fan Wang, Hao Tian, Haoyi Xiong, Hua Wu, Jie Fu, Yang Cao, Yu Kang, Haifeng Wang:
Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning. Trans. Mach. Learn. Res. 2022 (2022) - [c53]Yihang Yin, Qingzhong Wang, Siyu Huang, Haoyi Xiong, Xiang Zhang:
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators. AAAI 2022: 8892-8900 - [c52]Siyu Huang, Haoyi Xiong, Tianyang Wang, Bihan Wen, Qingzhong Wang, Zeyu Chen, Jun Huan, Dejing Dou:
Parameter-Free Style Projection for Arbitrary Image Style Transfer. ICASSP 2022: 2070-2074 - [c51]En Wang, Mijia Zhang, Yuanbo Xu, Haoyi Xiong, Yongjian Yang:
Spatiotemporal Fracture Data Inference in Sparse Urban CrowdSensing. INFOCOM 2022: 1499-1508 - [c50]Weibin Liao, Haoyi Xiong, Qingzhong Wang, Yan Mo, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang, Dejing Dou:
MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-Ray Images of Multiple Body Parts. MICCAI (8) 2022: 151-161 - [c49]Yaqing Wang, Xin Tian, Haoyi Xiong, Yueyang Li, Zeyu Chen, Sheng Guo, Dejing Dou:
RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning. NAACL-HLT (Findings) 2022: 1078-1084 - [c48]Yuchen Li, Haoyi Xiong, Linghe Kong, Rui Zhang, Dejing Dou, Guihai Chen:
Meta Hierarchical Reinforced Learning to Rank for Recommendation: A Comprehensive Study in MOOCs. ECML/PKDD (6) 2022: 302-317 - [c47]Lutao Chu, Yi Liu, Zewu Wu, Shiyu Tang, Guowei Chen, Yuying Hao, Juncai Peng, Zhiliang Yu, Zeyu Chen, Baohua Lai, Haoyi Xiong:
PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset. WACV (Workshops) 2022: 202-209 - [i57]Xueying Zhan, Qingzhong Wang, Kuan-Hao Huang, Haoyi Xiong, Dejing Dou, Antoni B. Chan:
A Comparative Survey of Deep Active Learning. CoRR abs/2203.13450 (2022) - [i56]Liang Shen, Zhihua Wu, Weibao Gong, Hongxiang Hao, Yangfan Bai, HuaChao Wu, Xinxuan Wu, Haoyi Xiong, Dianhai Yu, Yanjun Ma:
SE-MoE: A Scalable and Efficient Mixture-of-Experts Distributed Training and Inference System. CoRR abs/2205.10034 (2022) - [i55]Qingzhong Wang, Haifang Li, Haoyi Xiong, Wen Wang, Jiang Bian, Yu Lu, Shuaiqiang Wang, Zhicong Cheng, Jingbo Zhou, Dawei Yin, Dejing Dou:
Practical Strategies of Active Learning to Rank for Web Search. CoRR abs/2205.10137 (2022) - [i54]Fei Wu, Qingzhong Wang, Jiang Bian, Haoyi Xiong, Ning Ding, Feixiang Lu, Jun Cheng, Dejing Dou:
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications. CoRR abs/2206.01038 (2022) - [i53]Xueying Zhan, Zeyu Dai, Qingzhong Wang, Qing Li, Haoyi Xiong, Dejing Dou, Antoni B. Chan:
Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios. CoRR abs/2207.01190 (2022) - [i52]Xuhong Li, Haoyi Xiong, Yi Liu, Dingfu Zhou, Zeyu Chen, Yaqing Wang, Dejing Dou:
Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Models. CoRR abs/2207.03335 (2022) - [i51]Jiang Bian, Qingzhong Wang, Haoyi Xiong, Jun Huang, Chen Liu, Xuhong Li, Jun Cheng, Jun Zhao, Feixiang Lu, Dejing Dou:
P2A: A Dataset and Benchmark for Dense Action Detection from Table Tennis Match Broadcasting Videos. CoRR abs/2207.12730 (2022) - [i50]Junde Wu, Huihui Fang, Haoyi Xiong, Lixin Duan, Mingkui Tan, Weihua Yang, Huiying Liu, Yanwu Xu:
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle. CoRR abs/2208.03016 (2022) - [i49]Ashkan Farhangi, Jiang Bian, Arthur Huang, Haoyi Xiong, Jun Wang, Zhishan Guo:
AA-Forecast: Anomaly-Aware Forecast for Extreme Events. CoRR abs/2208.09933 (2022) - [i48]Nicholas Gray, Megan Moraes, Jiang Bian, Allen Tian, Alex Wang, Haoyi Xiong, Zhishan Guo:
GLARE: A Dataset for Traffic Sign Detection in Sun Glare. CoRR abs/2209.08716 (2022) - [i47]Yuying Hao, Yi Liu, Juncai Peng, Haoyi Xiong, Guowei Chen, Shiyu Tang, Zeyu Chen, Baohua Lai:
RAIS: Robust and Accurate Interactive Segmentation via Continual Learning. CoRR abs/2210.10984 (2022) - [i46]Junde Wu, Huihui Fang, Yehui Yang, Yu Zhang, Haoyi Xiong, Huazhu Fu, Yanwu Xu:
ExpNet: A unified network for Expert-Level Classification. CoRR abs/2211.15672 (2022) - [i45]Qingrui Jia, Xuhong Li, Lei Yu, Jiang Bian, Penghao Zhao, Shupeng Li, Haoyi Xiong, Dejing Dou:
Learning from Training Dynamics: Identifying Mislabeled Data Beyond Manually Designed Features. CoRR abs/2212.09321 (2022) - [i44]Siyu Huang, Tianyang Wang, Haoyi Xiong, Bihan Wen, Jun Huan, Dejing Dou:
Temporal Output Discrepancy for Loss Estimation-based Active Learning. CoRR abs/2212.10613 (2022) - 2021
- [j37]Sijia Yang, Haoyi Xiong, Kaibo Xu, Licheng Wang, Jiang Bian, Zeyi Sun:
Improving covariance-regularized discriminant analysis for EHR-based predictive analytics of diseases. Appl. Intell. 51(1): 377-395 (2021) - [j36]Kafeng Wang, Haoyi Xiong, Jie Zhang, Hongyang Chen, Dejing Dou, Cheng-Zhong Xu:
SenseMag: Enabling Low-Cost Traffic Monitoring Using Noninvasive Magnetic Sensing. IEEE Internet Things J. 8(22): 16666-16679 (2021) - [j35]Sijia Yang, Haoyi Xiong, Di Hu, Kaibo Xu, Licheng Wang, Peizhen Zhu, Zeyi Sun:
Generalising combinatorial discriminant analysis through conditioning truncated Rayleigh flow. Knowl. Inf. Syst. 63(8): 2189-2208 (2021) - [j34]Junjie Shi, Jiang Bian, Jakob Richter, Kuan-Hsun Chen, Jörg Rahnenführer, Haoyi Xiong, Jian-Jia Chen:
MODES: model-based optimization on distributed embedded systems. Mach. Learn. 110(6): 1527-1547 (2021) - [j33]Haiyan Jiang, Haoyi Xiong, Dongrui Wu, Ji Liu, Dejing Dou:
AgFlow: fast model selection of penalized PCA via implicit regularization effects of gradient flow. Mach. Learn. 110(8): 2131-2150 (2021) - [j32]Yunchao Zhang, Zeyi Sun, Ruwen Qin, Haoyi Xiong:
Idle Duration Prediction for Manufacturing System Using a Gaussian Mixture Model Integrated Neural Network for Energy Efficiency Improvement. IEEE Trans Autom. Sci. Eng. 18(1): 47-55 (2021) - [j31]Jiang Bian, Sijia Yang, Haoyi Xiong, Licheng Wang, Yanjie Fu, Zeyi Sun, Zhishan Guo, Jun Wang:
CRLEDD: Regularized Causalities Learning for Early Detection of Diseases Using Electronic Health Record (EHR) Data. IEEE Trans. Emerg. Top. Comput. Intell. 5(4): 541-553 (2021) - [j30]Xingjian Li, Haoyi Xiong, Zeyu Chen, Jun Huan, Cheng-Zhong Xu, Dejing Dou:
"In-Network Ensemble": Deep Ensemble Learning with Diversified Knowledge Distillation. ACM Trans. Intell. Syst. Technol. 12(5): 63:1-63:19 (2021) - [j29]Kafeng Wang, Haoyi Xiong, Jiang Bian, Zhanxing Zhu, Qian Gao, Zhishan Guo, Cheng-Zhong Xu, Jun Huan, Dejing Dou:
Sampling Sparse Representations with Randomized Measurement Langevin Dynamics. ACM Trans. Knowl. Discov. Data 15(2): 21:1-21:21 (2021) - [j28]Baoxin Zhao, Haoyi Xiong, Jiang Bian, Zhishan Guo, Cheng-Zhong Xu, Dejing Dou:
COMO: Efficient Deep Neural Networks Expansion With COnvolutional MaxOut. IEEE Trans. Multim. 23: 1722-1730 (2021) - [c46]Congxi Xiao, Jingbo Zhou, Jizhou Huang, An Zhuo, Ji Liu, Haoyi Xiong, Dejing Dou:
C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak. AAAI 2021: 4892-4900 - [c45]Chao Zhang, Jingbo Zhou, Xiaoling Zang, Qing Xu, Liang Yin, Xiang He, Lin Liu, Haoyi Xiong, Dejing Dou:
CHASE: Commonsense-Enriched Advertising on Search Engine with Explicit Knowledge. CIKM 2021: 4352-4361 - [c44]Siyu Huang, Tianyang Wang, Haoyi Xiong, Jun Huan, Dejing Dou:
Semi-Supervised Active Learning with Temporal Output Discrepancy. ICCV 2021: 3427-3436 - [c43]Ji Liu, Haoyi Xiong, Xiakai Wang, Jizhou Huang, Qiaojun Li, Tongtong Huang, Siyu Huang, Haifeng Wang, Dejing Dou:
An Investigation of Containment Measure Implementation and Public Responses to the COVID-19 Pandemic in Mainland China. ICDH 2021: 234-243 - [c42]Xiao Zhang, Haoyi Xiong, Dongrui Wu:
Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs. IJCAI 2021: 3392-3398 - [c41]Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong:
Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity. KDD 2021: 975-985 - [c40]Hao Liu, Qian Gao, Jiang Li, Xiaochao Liao, Hao Xiong, Guangxing Chen, Wenlin Wang, Guobao Yang, Zhiwei Zha, Daxiang Dong, Dejing Dou, Haoyi Xiong:
JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu. KDD 2021: 3289-3298 - [i43]Xuhong Li, Haoyi Xiong, Xingjian Li, Xuanyu Wu, Xiao Zhang, Ji Liu, Jiang Bian, Dejing Dou:
Interpretable Deep Learning: Interpretations, Interpretability, Trustworthiness, and Beyond. CoRR abs/2103.10689 (2021) - [i42]Xingjian Li, Haoyi Xiong, Chengzhong Xu, Dejing Dou:
SMILE: Self-Distilled MIxup for Efficient Transfer LEarning. CoRR abs/2103.13941 (2021) - [i41]Ji Liu, Jizhou Huang, Yang Zhou, Xuhong Li, Shilei Ji, Haoyi Xiong, Dejing Dou:
From Distributed Machine Learning to Federated Learning: A Survey. CoRR abs/2104.14362 (2021) - [i40]Hao Liu, Qian Gao, Jiang Li, Xiaochao Liao, Hao Xiong, Guangxing Chen, Wenlin Wang, Guobao Yang, Zhiwei Zha, Daxiang Dong, Dejing Dou, Haoyi Xiong:
JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu. CoRR abs/2106.01674 (2021) - [i39]Xiao Zhang, Dongrui Wu, Haoyi Xiong, Bo Dai:
Optimization Variance: Exploring Generalization Properties of DNNs. CoRR abs/2106.01714 (2021) - [i38]Xuanyu Wu, Xuhong Li, Haoyi Xiong, Xiao Zhang, Siyu Huang, Dejing Dou:
Practical Assessment of Generalization Performance Robustness for Deep Networks via Contrastive Examples. CoRR abs/2106.10653 (2021) - [i37]Haiyan Jiang, Shuyu Li, Luwei Zhang, Haoyi Xiong, Dejing Dou:
Robust Matrix Factorization with Grouping Effect. CoRR abs/2106.13681 (2021) - [i36]Zhiyuan Wang, Haoyi Xiong, Jie Zhang, Sijia Yang, Mehdi Boukhechba, Laura E. Barnes, Daqing Zhang:
From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques. CoRR abs/2107.00948 (2021) - [i35]Qingzhong Wang, Pengfei Zhang, Haoyi Xiong, Jian Zhao:
Face.evoLVe: A High-Performance Face Recognition Library. CoRR abs/2107.08621 (2021) - [i34]Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Dejing Dou, Hui Xiong:
Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity. CoRR abs/2107.10670 (2021) - [i33]Siyu Huang, Tianyang Wang, Haoyi Xiong, Jun Huan, Dejing Dou:
Semi-Supervised Active Learning with Temporal Output Discrepancy. CoRR abs/2107.14153 (2021) - [i32]Xuhong Li, Haoyi Xiong, Siyu Huang, Shilei Ji, Dejing Dou:
Cross-Model Consensus of Explanations and Beyond for Image Classification Models: An Empirical Study. CoRR abs/2109.00707 (2021) - [i31]Fan Wang, Hao Tian, Haoyi Xiong, Hua Wu, Yang Cao, Yu Kang, Haifeng Wang:
Do What Nature Did To Us: Evolving Plastic Recurrent Neural Networks For Task Generalization. CoRR abs/2109.03554 (2021) - [i30]Yihang Yin, Qingzhong Wang, Siyu Huang, Haoyi Xiong, Xiang Zhang:
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators. CoRR abs/2109.10259 (2021) - [i29]Haoran Liu, Haoyi Xiong, Yaqing Wang, Haozhe An, Dongrui Wu, Dejing Dou:
Exploring the Common Principal Subspace of Deep Features in Neural Networks. CoRR abs/2110.02863 (2021) - [i28]Haiyan Jiang, Haoyi Xiong, Dongrui Wu, Ji Liu, Dejing Dou:
AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow. CoRR abs/2110.03273 (2021) - [i27]Kafeng Wang, Haoyi Xiong, Jie Zhang, Hongyang Chen, Dejing Dou, Cheng-Zhong Xu:
SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing. CoRR abs/2110.12377 (2021) - [i26]Lutao Chu, Yi Liu, Zewu Wu, Shiyu Tang, Guowei Chen, Yuying Hao, Juncai Peng, Zhiliang Yu, Zeyu Chen, Baohua Lai, Haoyi Xiong:
PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset. CoRR abs/2112.07146 (2021) - [i25]Ji Liu, Lei Mo, Sijia Yang, Jingbo Zhou, Shilei Ji, Haoyi Xiong, Dejing Dou:
Data Placement for Multi-Tenant Data Federation on the Cloud. CoRR abs/2112.07980 (2021) - 2020
- [j27]Yongliang Yang, Zhijie Liu, Haoyi Xiong, Yixin Yin:
Adaptive singularity-free controller design of constrained nonlinear systems with prescribed performance. Neurocomputing 417: 212-223 (2020) - [j26]Yongliang Yang, Dawei Ding, Haoyi Xiong, Yixin Yin, Donald C. Wunsch:
Online barrier-actor-critic learning for H∞ control with full-state constraints and input saturation. J. Frankl. Inst. 357(6): 3316-3344 (2020) - [j25]Jiang Bian, Haoyi Xiong, Yanjie Fu, Jun Huan, Zhishan Guo:
MP2SDA: Multi-Party Parallelized Sparse Discriminant Learning. ACM Trans. Knowl. Discov. Data 14(3): 26:1-26:22 (2020) - [c39]Jie An, Haoyi Xiong, Jun Huan, Jiebo Luo:
Ultrafast Photorealistic Style Transfer via Neural Architecture Search. AAAI 2020: 10443-10450 - [c38]Qi Kang, Ji Liu, Sijia Yang, Haoyi Xiong, Haozhe An, Xingjian Li, Zhi Feng, Licheng Wang, Dejing Dou:
Quasi-optimal Data Placement for Secure Multi-tenant Data Federation on the Cloud. IEEE BigData 2020: 1954-1963 - [c37]Ji Liu, Xiakai Wang, Haoyi Xiong, Jizhou Huang, Siyu Huang, Haozhe An, Dejing Dou, Haifeng Wang:
An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China. IEEE BigData 2020: 3204-3211 - [c36]Qingzhong Wang, Jiuniu Wang, Antoni B. Chan, Siyu Huang, Haoyi Xiong, Xingjian Li, Dejing Dou:
Neighbours Matter: Image Captioning with Similar Images. BMVC 2020 - [c35]Sudharsan Vaidhun, Zhishan Guo, Jiang Bian, Haoyi Xiong, Sajal K. Das:
Priority-based Multi-Flight Path Planning with Uncertain Sector Capacities. ICACI 2020: 529-535 - [c34]Xingjian Li, Haoyi Xiong, Haozhe An, Cheng-Zhong Xu, Dejing Dou:
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr. ICML 2020: 6010-6019 - [c33]Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Vladimir Braverman, Zhanxing Zhu:
On the Noisy Gradient Descent that Generalizes as SGD. ICML 2020: 10367-10376 - [c32]Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou:
Generating Person Images with Appearance-aware Pose Stylizer. IJCAI 2020: 623-629 - [i24]Di Hu, Zheng Wang, Haoyi Xiong, Dong Wang, Feiping Nie, Dejing Dou:
Curriculum Audiovisual Learning. CoRR abs/2001.09414 (2020) - [i23]Siyu Huang, Haoyi Xiong, Tianyang Wang, Qingzhong Wang, Zeyu Chen, Jun Huan, Dejing Dou:
Parameter-Free Style Projection for Arbitrary Style Transfer. CoRR abs/2003.07694 (2020) - [i22]Xingjian Li, Haoyi Xiong, Haozhe An, Dejing Dou, Chengzhong Xu:
COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization. CoRR abs/2004.12443 (2020) - [i21]Xingjian Li, Haoyi Xiong, Haozhe An, Chengzhong Xu, Dejing Dou:
RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr. CoRR abs/2007.03349 (2020) - [i20]Ji Liu, Xiakai Wang, Haoyi Xiong, Jizhou Huang, Siyu Huang, Haozhe An, Dejing Dou, Haifeng Wang:
An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China. CoRR abs/2007.08254 (2020) - [i19]Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou:
Generating Person Images with Appearance-aware Pose Stylizer. CoRR abs/2007.09077 (2020) - [i18]Xingjian Li, Haoyi Xiong, Haozhe An, Chengzhong Xu, Dejing Dou:
XMixup: Efficient Transfer Learning with Auxiliary Samples by Cross-domain Mixup. CoRR abs/2007.10252 (2020) - [i17]Xingjian Li, Di Hu, Xuhong Li, Haoyi Xiong, Zhi Ye, Zhipeng Wang, Chengzhong Xu, Dejing Dou:
Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement. CoRR abs/2010.08532 (2020) - [i16]Jingbo Zhou, Shuangli Li, Liang Huang, Haoyi Xiong, Fan Wang, Tong Xu, Hui Xiong, Dejing Dou:
Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction. CoRR abs/2012.09624 (2020) - [i15]Congxi Xiao, Jingbo Zhou, Jizhou Huang, An Zhuo, Ji Liu, Haoyi Xiong, Dejing Dou:
C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak. CoRR abs/2012.12169 (2020)
2010 – 2019
- 2019
- [j24]Sijia Yang, Jiang Bian, Licheng Wang, Haojin Zhu, Yanjie Fu, Haoyi Xiong:
EdgeSense: Edge-Mediated Spatial- Temporal Crowdsensing. IEEE Access 7: 1495122-95131 (2019) - [j23]Md Monirul Islam, Xiao Zhong, Zeyi Sun, Haoyi Xiong, Wenqing Hu:
Real-time frequency regulation using aggregated electric vehicles in smart grid. Comput. Ind. Eng. 134: 11-26 (2019) - [j22]Haoyi Xiong, Wei Cheng, Jiang Bian, Wenqing Hu, Zeyi Sun, Zhishan Guo:
$\mathcal{DBSDA}$ : Lowering the Bound of Misclassification Rate for Sparse Linear Discriminant Analysis via Model Debiasing. IEEE Trans. Neural Networks Learn. Syst. 30(3): 707-717 (2019) - [j21]Yongliang Yang, Zhishan Guo, Haoyi Xiong, Da-Wei Ding, Yixin Yin, Donald C. Wunsch:
Data-Driven Robust Control of Discrete-Time Uncertain Linear Systems via Off-Policy Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 30(12): 3735-3747 (2019) - [c31]Haoyi Xiong, Kafeng Wang, Jiang Bian, Zhanxing Zhu, Cheng-Zhong Xu, Zhishan Guo, Jun Huan:
SpHMC: Spectral Hamiltonian Monte Carlo. AAAI 2019: 5516-5524 - [c30]Zhi Feng, Jun Huan, Haoyi Xiong, Chuanyuan Song, Sijia Yang, Baoxin Zhao, Licheng Wang, Zeyu Chen, Shengwen Yang, Liping Liu:
SecureGBM: Secure Multi-Party Gradient Boosting. IEEE BigData 2019: 1312-1321 - [c29]Zhengcong Yin, Haoyi Xiong, Xun Zhou, Daniel W. Goldberg, David A. Bennett, Chong Zhang:
A Deep Learning based Illegal Parking Detection Platform. GeoAI@SIGSPATIAL 2019: 32-35 - [c28]Ruosi Wan, Haoyi Xiong, Xingjian Li, Zhanxing Zhu, Jun Huan:
Towards Making Deep Transfer Learning Never Hurt. ICDM 2019: 578-587 - [c27]Xingjian Li, Haoyi Xiong, Hanchao Wang, Yuxuan Rao, Liping Liu, Jun Huan:
Delta: Deep Learning Transfer using Feature Map with Attention for Convolutional Networks. ICLR (Poster) 2019 - [c26]Ruosi Wan, Mingjun Zhong, Haoyi Xiong, Zhanxing Zhu:
Neural Control Variates for Monte Carlo Variance Reduction. ECML/PKDD (2) 2019: 533-547 - [c25]Li Li, Haoyi Xiong, Zhishan Guo, Jun Wang, Cheng-Zhong Xu:
SmartPC: Hierarchical Pace Control in Real-Time Federated Learning System. RTSS 2019: 406-418 - [c24]Feng Wang, Yasha Wang, Jiangtao Wang, Haoyi Xiong, Junfeng Zhao, Daqing Zhang:
Assessing Mental Stress Based on Smartphone Sensing Data: An Empirical Study. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1031-1038 - [i14]Wenqing Hu, Zhanxing Zhu, Haoyi Xiong, Jun Huan:
Quasi-potential as an implicit regularizer for the loss function in the stochastic gradient descent. CoRR abs/1901.06054 (2019) - [i13]Xingjian Li, Haoyi Xiong, Hanchao Wang, Yuxuan Rao, Liping Liu, Jun Huan:
DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks. CoRR abs/1901.09229 (2019) - [i12]Jie An, Haoyi Xiong, Jinwen Ma, Jiebo Luo, Jun Huan:
StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks. CoRR abs/1906.02470 (2019) - [i11]Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Zhanxing Zhu:
The Multiplicative Noise in Stochastic Gradient Descent: Data-Dependent Regularization, Continuous and Discrete Approximation. CoRR abs/1906.07405 (2019) - [i10]Jie An, Haoyi Xiong, Jiebo Luo, Jun Huan, Jinwen Ma:
Fast Universal Style Transfer for Artistic and Photorealistic Rendering. CoRR abs/1907.03118 (2019) - [i9]Ruosi Wan, Haoyi Xiong, Xingjian Li, Zhanxing Zhu, Jun Huan:
Towards Making Deep Transfer Learning Never Hurt. CoRR abs/1911.07489 (2019) - [i8]Zhi Feng, Haoyi Xiong, Chuanyuan Song, Sijia Yang, Baoxin Zhao, Licheng Wang, Zeyu Chen, Shengwen Yang, Liping Liu, Jun Huan:
SecureGBM: Secure Multi-Party Gradient Boosting. CoRR abs/1911.11997 (2019) - [i7]Jie An, Haoyi Xiong, Jun Huan, Jiebo Luo:
Ultrafast Photorealistic Style Transfer via Neural Architecture Search. CoRR abs/1912.02398 (2019) - 2018
- [j20]Md Monirul Islam, Xiao Zhong, Haoyi Xiong, Zeyi Sun:
Optimal scheduling of manufacturing and onsite generation systems in over-generation mitigation oriented electricity demand response program. Comput. Ind. Eng. 115: 381-388 (2018) - [j19]Ashikahmed Bhuiyan, Zhishan Guo, Abusayeed Saifullah, Nan Guan, Haoyi Xiong:
Energy-Efficient Real-Time Scheduling of DAG Tasks. ACM Trans. Embed. Comput. Syst. 17(5): 84:1-84:25 (2018) - [j18]Leye Wang, Daqing Zhang, Dingqi Yang, Animesh Pathak, Chao Chen, Xiao Han, Haoyi Xiong, Yasha Wang:
SPACE-TA: Cost-Effective Task Allocation Exploiting Intradata and Interdata Correlations in Sparse Crowdsensing. ACM Trans. Intell. Syst. Technol. 9(2): 20:1-20:28 (2018) - [j17]Liang Wang, Zhiwen Yu, Qi Han, Bin Guo, Haoyi Xiong:
Multi-Objective Optimization Based Allocation of Heterogeneous Spatial Crowdsourcing Tasks. IEEE Trans. Mob. Comput. 17(7): 1637-1650 (2018) - [j16]Jiangtao Wang, Yasha Wang, Daqing Zhang, Feng Wang, Haoyi Xiong, Chao Chen, Qin Lv, Zhaopeng Qiu:
Multi-Task Allocation in Mobile Crowd Sensing with Individual Task Quality Assurance. IEEE Trans. Mob. Comput. 17(9): 2101-2113 (2018) - [j15]Weiping Zhu, Wenzhong Guo, Zhiyong Yu, Haoyi Xiong:
Multitask Allocation to Heterogeneous Participants in Mobile Crowd Sensing. Wirel. Commun. Mob. Comput. 2018: 7218061:1-7218061:10 (2018) - [c23]Ying Mao, Victoria Green, Jiayin Wang, Haoyi Xiong, Zhishan Guo:
DRESS: Dynamic RESource-Reservation Scheme for Congested Data-Intensive Computing Platforms. IEEE CLOUD 2018: 694-701 - [c22]Jiang Bian, Haoyi Xiong, Yanjie Fu, Sajal K. Das:
CSWA: Aggregation-Free Spatial-Temporal Community Sensing. AAAI 2018: 2087-2094 - [c21]Haoyi Xiong, Amin Vahedian, Xun Zhou, Yanhua Li, Jun Luo:
Predicting Traffic Congestion Propagation Patterns: A Propagation Graph Approach. IWCTS@SIGSPATIAL 2018: 60-69 - [c20]Xin Xu, Yanjie Fu, Haoyi Xiong, Bo Jin, Xiaolin Li, Shuli Hu, Minghao Yin:
Dr. Right!: Embedding-Based Adaptively-Weighted Mixture Multi-classification Model for Finding Right Doctors with Healthcare Experience Data. ICDM 2018: 647-656 - [c19]Haoyi Xiong, Wei Cheng, Yanjie Fu, Wenqing Hu, Jiang Bian, Zhishan Guo:
De-biasing Covariance-Regularized Discriminant Analysis. IJCAI 2018: 2889-2897 - [c18]Zhishan Guo, Kecheng Yang, Sudharsan Vaidhun, Samsil Arefin, Sajal K. Das, Haoyi Xiong:
Uniprocessor Mixed-Criticality Scheduling with Graceful Degradation by Completion Rate. RTSS 2018: 373-383 - [i6]Ying Mao, Victoria Green, Jiayin Wang, Haoyi Xiong, Zhishan Guo:
DRESS: Dynamic RESource-reservation Scheme for Congested Data-intensive Computing Platforms. CoRR abs/1805.08359 (2018) - 2017
- [j14]Haoyi Xiong, Daqing Zhang, Zhishan Guo, Guanling Chen, Laura E. Barnes:
Near-Optimal Incentive Allocation for Piggyback Crowdsensing. IEEE Commun. Mag. 55(6): 120-125 (2017) - [j13]Haoyi Xiong, Jinghe Zhang, Yu Huang, Kevin Leach, Laura E. Barnes:
Daehr: A Discriminant Analysis Framework for Electronic Health Record Data and an Application to Early Detection of Mental Health Disorders. ACM Trans. Intell. Syst. Technol. 8(3): 47:1-47:21 (2017) - [j12]Leye Wang, Daqing Zhang, Haoyi Xiong, John Paul Gibson, Chao Chen, Bing Xie:
ecoSense: Minimize Participants' Total 3G Data Cost in Mobile Crowdsensing Using Opportunistic Relays. IEEE Trans. Syst. Man Cybern. Syst. 47(6): 965-978 (2017) - [c17]Jiang Bian, Laura E. Barnes, Guanling Chen, Haoyi Xiong:
Early detection of diseases using electronic health records data and covariance-regularized linear discriminant analysis. BHI 2017: 457-460 - [c16]Zhishan Guo, Ashikahmed Bhuiyan, Abusayeed Saifullah, Nan Guan, Haoyi Xiong:
Energy-Efficient Multi-Core Scheduling for Real-Time DAG Tasks. ECRTS 2017: 22:1-22:21 - [c15]Haoyi Xiong, Wei Cheng, Wenqing Hu, Jiang Bian, Zhishan Guo:
AWDA: An Adaptive Wishart Discriminant Analysis. ICDM 2017: 525-534 - [c14]Jiang Bian, Haoyi Xiong, Wei Cheng, Wenqing Hu, Zhishan Guo, Yanjie Fu:
Multi-party Sparse Discriminant Learning. ICDM 2017: 745-750 - [c13]Ying Zhang, Zhishan Guo, Lingxiang Wang, Haoyi Xiong, Zhenkai Zhang:
Integrating Cache-Related Preemption Delay into GEDF Analysis for Multiprocessor Scheduling with On-chip Cache. TrustCom/BigDataSE/ICESS 2017: 815-822 - [c12]Yongpeng Liu, Yusong Lin, Xingjin Zhang, Zongmin Wang, Yang Gao, Guanling Chen, Haoyi Xiong:
Classifying respiratory sounds using electronic stethoscope. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-8 - [c11]Sudharsan Vaidhun, Samsil Arefin, Zhishan Guo, Haoyi Xiong, Sajal K. Das:
Response time in mixed-critical pervasive systems. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-6 - [i5]Haoyi Xiong, Wei Cheng, Wenqing Hu, Jiang Bian, Zhishan Guo:
FWDA: a Fast Wishart Discriminant Analysis with its Application to Electronic Health Records Data Classification. CoRR abs/1704.07790 (2017) - [i4]Jiang Bian, Haoyi Xiong, Yanjie Fu, Sajal K. Das:
CSWA: Aggregation-Free Spatial-Temporal Community Sensing. CoRR abs/1711.05712 (2017) - 2016
- [j11]Fereshteh Asgari, Alexis Sultan, Haoyi Xiong, Vincent Gauthier, Mounîm A. El-Yacoubi:
CT-Mapper: Mapping sparse multimodal cellular trajectories using a multilayer transportation network. Comput. Commun. 95: 69-81 (2016) - [j10]Jiangtao Wang, Yasha Wang, Daqing Zhang, Leye Wang, Haoyi Xiong, Abdelsalam Helal, Yuanduo He, Feng Wang:
Fine-Grained Multitask Allocation for Participatory Sensing With a Shared Budget. IEEE Internet Things J. 3(6): 1395-1405 (2016) - [j9]Haoyi Xiong, Daqing Zhang, Guanling Chen, Leye Wang, Vincent Gauthier, Laura E. Barnes:
iCrowd: Near-Optimal Task Allocation for Piggyback Crowdsensing. IEEE Trans. Mob. Comput. 15(8): 2010-2022 (2016) - [c10]Haoyi Xiong, Yu Huang, Laura E. Barnes, Matthew S. Gerber:
Sensus: a cross-platform, general-purpose system for mobile crowdsensing in human-subject studies. UbiComp 2016: 415-426 - [c9]Yu Huang, Haoyi Xiong, Kevin Leach, Yuyan Zhang, Philip Chow, Karl C. Fua, Bethany A. Teachman, Laura E. Barnes:
Assessing social anxiety using gps trajectories and point-of-interest data. UbiComp 2016: 898-903 - [i3]Fereshteh Asgari, Alexis Sultan, Haoyi Xiong, Vincent Gauthier, Mounim A. El-Yacoubi:
CT-Mapper: Mapping Sparse Multimodal Cellular Trajectories using a Multilayer Transportation Network. CoRR abs/1604.06577 (2016) - [i2]Haoyi Xiong, Yanjie Fu, Wenqing Hu, Guanling Chen, Laura E. Barnes:
Provably Good Early Detection of Diseases using Non-Sparse Covariance-Regularized Linear Discriminant Analysis. CoRR abs/1610.05446 (2016) - 2015
- [b1]Haoyi Xiong:
Near-optimal mobile crowdsensing : design framework and algorithms. (Quasi-optimal mobile crowdsensing : cadre de conception et algorithmes). Telecom & Management SudParis, Évry, Essonne, France, 2015 - [j8]Daqiang Zhang, Daqing Zhang, Haoyi Xiong, Laurence T. Yang, Vincent Gauthier:
NextCell: Predicting Location Using Social Interplay from Cell Phone Traces. IEEE Trans. Computers 64(2): 452-463 (2015) - [j7]Haoyi Xiong, Daqing Zhang, Leye Wang, J. Paul Gibson, Jie Zhu:
EEMC: Enabling Energy-Efficient Mobile Crowdsensing with Anonymous Participants. ACM Trans. Intell. Syst. Technol. 6(3): 39:1-39:26 (2015) - [j6]Haoyi Xiong, Daqing Zhang, Leye Wang, Hakima Chaouchi:
EMC3: Energy-Efficient Data Transfer in Mobile Crowdsensing under Full Coverage Constraint. IEEE Trans. Mob. Comput. 14(7): 1355-1368 (2015) - [j5]Leye Wang, Daqing Zhang, Zhixian Yan, Haoyi Xiong, Bing Xie:
effSense: A Novel Mobile Crowd-Sensing Framework for Energy-Efficient and Cost-Effective Data Uploading. IEEE Trans. Syst. Man Cybern. Syst. 45(12): 1549-1563 (2015) - [c8]Jinghe Zhang, Haoyi Xiong, Yu Huang, Hao Wu, Kevin Leach, Laura E. Barnes:
M-SEQ: Early detection of anxiety and depression via temporal orders of diagnoses in electronic health data. IEEE BigData 2015: 2569-2577 - [c7]Leye Wang, Daqing Zhang, Animesh Pathak, Chao Chen, Haoyi Xiong, Dingqi Yang, Yasha Wang:
CCS-TA: quality-guaranteed online task allocation in compressive crowdsensing. UbiComp 2015: 683-694 - [c6]Haoyi Xiong, Daqing Zhang, Guanling Chen, Leye Wang, Vincent Gauthier:
CrowdTasker: Maximizing coverage quality in Piggyback Crowdsensing under budget constraint. PerCom 2015: 55-62 - 2014
- [j4]Daqing Zhang, Leye Wang, Haoyi Xiong, Bin Guo:
4W1H in mobile crowd sensing. IEEE Commun. Mag. 52(8): 42-48 (2014) - [j3]Haoyi Xiong, Daqing Zhang, Daqiang Zhang, Vincent Gauthier, Kun Yang, Monique Becker:
MPaaS: Mobility prediction as a service in telecom cloud. Inf. Syst. Frontiers 16(1): 59-75 (2014) - [j2]Daqiang Zhang, Daqing Zhang, Haoyi Xiong, Ching-Hsien Hsu, Athanasios V. Vasilakos:
BASA: building mobile Ad-Hoc social networks on top of android. IEEE Netw. 28(1): 4-9 (2014) - [j1]Daqiang Zhang, Min Chen, Mohsen Guizani, Haoyi Xiong, Daqing Zhang:
Mobility prediction in telecom cloud using mobile calls. IEEE Wirel. Commun. 21(1): 26-32 (2014) - [c5]Daqing Zhang, Haoyi Xiong, Leye Wang, Guanling Chen:
CrowdRecruiter: selecting participants for piggyback crowdsensing under probabilistic coverage constraint. UbiComp 2014: 703-714 - 2013
- [c4]Leye Wang, Daqing Zhang, Haoyi Xiong:
effSense: energy-efficient and cost-effective data uploading in mobile crowdsensing. UbiComp (Adjunct Publication) 2013: 1075-1086 - [i1]Daqiang Zhang, Qin Zou, Haoyi Xiong:
CRUC: Cold-start Recommendations Using Collaborative Filtering in Internet of Things. CoRR abs/1306.0165 (2013) - 2012
- [c3]Daqiang Zhang, Athanasios V. Vasilakos, Haoyi Xiong:
Predicting location using mobile phone calls. SIGCOMM 2012: 295-296 - [c2]Haoyi Xiong, Daqing Zhang, Daqiang Zhang, Vincent Gauthier:
Predicting Mobile Phone User Locations by Exploiting Collective Behavioral Patterns. UIC/ATC 2012: 164-171
2000 – 2009
- 2008
- [c1]Ying Jiang, Hui Dong, Haoyi Xiong:
OntoLTCn: A Chinese Text Oriented Semi-auto Ontology Knowledge Discovery Tool. CSSE (1) 2008: 662-665
Coauthor Index
[c75] [i83] [j83] [j82] [j80] [j78] [j73] [j72] [j71] [c73] [c70] [i76] [i75] [i73] [i70] [i68] [j68] [j62] [j60] [j59] [j55] [j53] [c68] [c66] [c61] [c60] [c57] [i64] [i61] [i58] [j49] [j44] [j41] [i55] [i54] [i51] [i49] [i48] [i45] [j37] [j34] [j31] [j29] [j28] [i43] [j25] [c35] [j24] [j22] [c31] [c22] [c19] [c17] [c15] [c14] [i5] [i4]
[j82] [j81] [j79] [j77] [j75] [j74] [j73] [c74] [j70] [j66] [j65] [j64] [j63] [j60] [j59] [j58] [j57] [j56] [j55] [j53] [c68] [c64] [c63] [c61] [i65] [i64] [i63] [i62] [i60] [j49] [j48] [j47] [j46] [j45] [j44] [j43] [j42] [j40] [c52] [c50] [c49] [c48] [i57] [i55] [i54] [i53] [i52] [i51] [i45] [i44] [j36] [j33] [j30] [j29] [j28] [c46] [c45] [c44] [c43] [c41] [c40] [i43] [i42] [i41] [i40] [i38] [i37] [i34] [i33] [i32] [i29] [i28] [i27] [i25] [c38] [c37] [c36] [c34] [c32] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15]
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