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2020 – today
- 2025
[j14]Yijiang Li, Santanu S. Dey, Nikolaos V. Sahinidis
, Naresh Susarla, Miguel A. Zamarripa, Markus Drouven:
Optimizing the design and operation of water networks: Two decomposition approaches. Comput. Chem. Eng. 192: 108897 (2025)- [j13]Xin Dong, Zhen Zhou, Yanan Wang, Ayesha Nisar, Shaoyan Pu, Longbao Lv, Yijiang Li, Xuemei Lu, Yonghan He:
CircAge: A Comprehensive Resource for Aging-associated Circular RNAs Across Species and Tissues. Genom. Proteom. Bioinform. 23(3) (2025) - [j12]Siquan Huang, Yijiang Li, Chong Chen, Leyu Shi, Wentian Cai, Ying Gao:
FedCleanse: Cleanse the backdoor attacks in federated learning system. Knowl. Based Syst. 330: 114494 (2025) - [j11]Siquan Huang, Yijiang Li, Chong Chen, Ying Gao, Xiping Hu:
FedID: Enhancing Federated Learning Security Through Dynamic Identification. IEEE Trans. Pattern Anal. Mach. Intell. 47(10): 8907-8922 (2025) - [j10]Siquan Huang, Yijiang Li, Xingfu Yan, Ying Gao, Chong Chen, Leyu Shi, Biao Chen, Wing W. Y. Ng:
Scope: On Detecting Constrained Backdoor Attacks in Federated Learning. IEEE Trans. Inf. Forensics Secur. 20: 3302-3315 (2025) - [j9]Wentian Cai, Yijiang Li, Yandan Chen, Jing Lin, Zihao Huang, Ping Gao, Thippa Reddy Gadekallu, Wei Wang, Ying Gao:
Enhancing Weakly Supervised Semantic Segmentation With Multi-Label Contrastive Learning and LLM Features Guidance. IEEE J. Biomed. Health Informatics 29(9): 6417-6427 (2025) - [j8]Sucheng Ren, Hongru Zhu, Chen Wei, Yijiang Li, Alan L. Yuille, Cihang Xie:
ARVideo: Autoregressive Pretraining for Self-Supervised Video Representation Learning. Trans. Mach. Learn. Res. 2025 (2025) - [c17]Eric Xue, Yijiang Li, Haoyang Liu, Peiran Wang, Yifan Shen, Haohan Wang:
Towards Adversarially Robust Dataset Distillation by Curvature Regularization. AAAI 2025: 9041-9049 - [c16]Haoyang Liu, Aditya Singh, Yijiang Li, Haohan Wang:
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers. CPAL 2025: 1-23 - [c15]Nannan Zhang, Yijiang Li, Dong Du, Zheng Chong, Zhengwentai Sun, Jianhao Zeng, Yusheng Dai, Zhengyu Xie, Hairui Zhu, Xiaoguang Han:
Robust-MVTON: Learning Cross-Pose Feature Alignment and Fusion for Robust Multi-View Virtual Try-On. CVPR 2025: 16029-16039 - [c14]Wanpeng Zhang, Zilong Xie, Yicheng Feng, Yijiang Li, Xingrun Xing, Sipeng Zheng, Zongqing Lu:
From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalities. ICLR 2025 - [c13]Yijiang Li, Qingying Gao, Tianwei Zhao, Bingyang Wang, Haoran Sun, Haiyun Lyu, Robert D. Hawkins, Nuno Vasconcelos, Tal Golan, Dezhi Luo, Hokin Deng:
Core Knowledge Deficits in Multi-Modal Language Models. ICML 2025 - [c12]Yijiang Li, Genpei Zhang, Jiacheng Cheng, Yi Li, Xiaojun Shan, Dashan Gao, Jiancheng Lyu, Yuan Li, Ning Bi, Nuno Vasconcelos:
EgoPrivacy: What Your First-Person Camera Says About You? ICML 2025 - [c11]Jiachen Ma, Yijiang Li, Zhiqing Xiao, Anda Cao, Jie Zhang, Chao Ye, Junbo Zhao:
Jailbreaking Prompt Attack: A Controllable Adversarial Attack against Diffusion Models. NAACL (Findings) 2025: 3141-3157 - [c10]Guangji Bai, Yijiang Li, Zilinghan Li, Liang Zhao, Kibaek Kim:
FedSpaLLM: Federated Pruning of Large Language Models. NAACL (Long Papers) 2025: 8361-8373 - [i38]Haoran Sun, Suyang Yu, Yijiang Li, Qingying Gao, Haiyun Lyu, Hokin Deng, Dezhi Luo:
Probing Perceptual Constancy in Large Vision Language Models. CoRR abs/2502.10273 (2025) - [i37]Dezhi Luo, Yijiang Li, Hokin Deng:
The Philosophical Foundations of Growing AI Like A Child. CoRR abs/2502.10742 (2025) - [i36]Yiting Zhang, Yijiang Li, Tianwei Zhao, Kaijie Zhu, Haohan Wang, Nuno Vasconcelos:
Achilles Heel of Distributed Multi-Agent Systems. CoRR abs/2504.07461 (2025) - [i35]Mouad Abrini, Omri Abend, Dina M. Acklin, Henny Admoni, Gregor Aichinger, Nitay Alon, Zahra Ashktorab, Ashish Atreja, Moises Auron, Alexander Aufreiter, Raghav Awasthi, Soumya Banerjee, Joseph M. Barnby, Rhea Basappa, Severin Bergsmann, Djallel Bouneffouf, Patrick Callaghan, Marc Cavazza, Thierry Chaminade, Sonia Chernova, Mohamed Chetouani, Moumita Choudhury, Axel Cleeremans, Jacek B. Cywinski, Fabio Cuzzolin, Hokin Deng, N'yoma Diamond, Camilla Di Pasquasio, Guillaume Dumas, Max J. van Duijn, Mahapatra Dwarikanath, Qingying Gao, Ashok K. Goel, Rebecca Goldstein, Matthew C. Gombolay, Gabriel Enrique Gonzalez, Amar Halilovic, Tobias Halmdienst, Mahimul Islam, Julian Jara-Ettinger, Natalie Kastel, Renana Keydar, Ashish K. Khanna, Mahdi Khoramshahi, JiHyun Kim, MiHyeon Kim, YoungBin Kim, Senka Krivic, Nikita Krasnytskyi, Arun Kumar, JuneHyoung Kwon, Eunju Lee, Shane Lee, Peter R. Lewis, Xue Li, Yijiang Li, Michal Lewandowski, Nathan Lloyd, Matthew B. Luebbers, Dezhi Luo, Haiyun Lyu, Dwarikanath Mahapatra, Kamal Maheshwari, Mallika Mainali, Piyush Mathur, Patrick Mederitsch, Shuwa Miura, Manuel Preston de Miranda, Reuth Mirsky, Shreya Mishra, Nina Moorman, Katelyn Morrison, John Muchovej, Bernhard Nessler, Felix Nessler, Hieu Minh Jord Nguyen, Abby Ortego, Francis A. Papay, Antoine Pasquali, Hamed Rahimi, Charumathi Raghu, Amanda L. Royka, Stefan Sarkadi, Jaelle Scheuerman, Simon Schmid, Paul Schrater, Anik Sen, Zahra Sheikhbahaee, Ke Shi, Reid G. Simmons, Nishant Singh, Mason O. Smith, Ramira van der Meulen, Anthia Solaki, Haoran Sun, Viktor Szolga, Matthew E. Taylor, Travis Taylor, Sanne van Waveren, Juan David Vargas:
Proceedings of 1st Workshop on Advancing Artificial Intelligence through Theory of Mind. CoRR abs/2505.03770 (2025) - [i34]Dezhi Luo, Maijunxian Wang, Bingyang Wang, Tianwei Zhao, Yijiang Li, Hokin Deng:
Machine Psychophysics: Cognitive Control in Vision-Language Models. CoRR abs/2505.18969 (2025) - [i33]Zory Zhang, Pinyuan Feng, Bingyang Wang, Tianwei Zhao, Suyang Yu, Qingying Gao, Hokin Deng, Ziqiao Ma, Yijiang Li, Dezhi Luo:
Can Vision Language Models Infer Human Gaze Direction? A Controlled Study. CoRR abs/2506.05412 (2025) - [i32]Yijiang Li, Genpei Zhang, Jiacheng Cheng, Yi Li, Xiaojun Shan, Dashan Gao, Jiancheng Lyu, Yuan Li, Ning Bi, Nuno Vasconcelos:
EgoPrivacy: What Your First-Person Camera Says About You? CoRR abs/2506.12258 (2025) - [i31]Wanpeng Zhang, Yicheng Feng, Hao Luo, Yijiang Li, Zihao Yue, Sipeng Zheng, Zongqing Lu:
Unified Multimodal Understanding via Byte-Pair Visual Encoding. CoRR abs/2506.23639 (2025) - [i30]Haoyang Liu, Yijiang Li, Haohan Wang:
GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis. CoRR abs/2507.21035 (2025) - [i29]Pengsong Zhang, Xiang Hu, Guowei Huang, Yang Qi, Heng Zhang, Xiuxu Li, Jiaxing Song, Jiabin Luo, Yijiang Li, Shuo Yin, Chengxiao Dai, Eric Hanchen Jiang, Xiaoyan Zhou, Zhenfei Yin, Boqin Yuan, Jing Dong, Guinan Su, Guanren Qiao, Haiming Tang, Anghong Du, Lili Pan, Zhenzhong Lan, Xinyu Liu:
aiXiv: A Next-Generation Open Access Ecosystem for Scientific Discovery Generated by AI Scientists. CoRR abs/2508.15126 (2025) - [i28]Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhongzhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Michael Littman, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai:
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey. CoRR abs/2509.02547 (2025) - [i27]Siheng Wang, Zhengtao Yao, Zhengdao Li, Junhao Dong, Yanshu Li, Yikai Li, Linshan Li, Haoyan Xu, Yijiang Li, Zhikang Dong, Huacan Wang, Jifeng Shen:
JEPA-T: Joint-Embedding Predictive Architecture with Text Fusion for Image Generation. CoRR abs/2510.00974 (2025) - [i26]Xiangyuan Xue, Yifan Zhou, Guibin Zhang, Zaibin Zhang, Yijiang Li, Chen Zhang, Zhenfei Yin, Philip Torr, Wanli Ouyang, Lei Bai:
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards. CoRR abs/2510.08529 (2025) - [i25]Zilinghan Li, Aditya Sinha, Yijiang Li, Kyle Chard, Kibaek Kim, Ravi K. Madduri:
Experiences Building Enterprise-Level Privacy-Preserving Federated Learning to Power AI for Science. CoRR abs/2511.08998 (2025) - 2024
- [j7]Yijiang Li, Santanu S. Dey, Nikolaos V. Sahinidis:
A reformulation-enumeration MINLP algorithm for gas network design. J. Glob. Optim. 90(4): 931-963 (2024) - [j6]Yongshan Zhang, Yijiang Li, Xinxin Wang, Xinwei Jiang, Yicong Zhou:
Stacked Graph Fusion Denoising Autoencoder for Hyperspectral Anomaly Detection. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j5]Jixuan Leng, Yijiang Li, Haohan Wang:
Choosing Wisely and Learning Deeply: Selective Cross-Modality Distillation via CLIP for Domain Generalization. Trans. Mach. Learn. Res. 2024 (2024) - [j4]Yijiang Li, Ying Gao, Haohan Wang:
Towards Understanding Adversarial Transferability in Federated Learning. Trans. Mach. Learn. Res. 2024 (2024) - [c9]Yijiang Li, Jun Wu:
Improving Prompt-based News Recommendation with Individual Template and Customized Answer. CIKM 2024: 3887-3891 - [c8]Zihao Zhao, Yuchen Yang, Yijiang Li, Yinzhi Cao:
RippleCOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning. EMNLP (Findings) 2024: 6337-6347 - [c7]Guangji Bai, Yijiang Li, Chen Ling, Kibaek Kim, Liang Zhao:
SparseLLM: Towards Global Pruning of Pre-trained Language Models. NeurIPS 2024 - [i24]Haoyang Liu, Yijiang Li, Jinglin Jian, Yuxuan Cheng, Jianrong Lu, Shuyi Guo, Jinglei Zhu, Mianchen Zhang, Miantong Zhang, Haohan Wang:
Toward a Team of AI-made Scientists for Scientific Discovery from Gene Expression Data. CoRR abs/2402.12391 (2024) - [i23]Guangji Bai, Yijiang Li, Chen Ling, Kibaek Kim, Liang Zhao:
Gradient-Free Adaptive Global Pruning for Pre-trained Language Models. CoRR abs/2402.17946 (2024) - [i22]Yijiang Li, Sucheng Ren, Weipeng Deng, Yuzhi Xu, Ying Gao, Edith C. H. Ngai, Haohan Wang:
Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation. CoRR abs/2403.05523 (2024) - [i21]Eric Xue, Yijiang Li, Haoyang Liu, Yifan Shen, Haohan Wang:
Towards Adversarially Robust Dataset Distillation by Curvature Regularization. CoRR abs/2403.10045 (2024) - [i20]Haoyang Liu, Aditya Singh, Yijiang Li, Haohan Wang:
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers. CoRR abs/2403.10476 (2024) - [i19]Weipeng Deng, Runyu Ding, Jihan Yang, Jiahui Liu, Yijiang Li, Xiaojuan Qi, Edith C. H. Ngai:
Can 3D Vision-Language Models Truly Understand Natural Language? CoRR abs/2403.14760 (2024) - [i18]Sucheng Ren, Hongru Zhu, Chen Wei, Yijiang Li, Alan L. Yuille, Cihang Xie:
ARVideo: Autoregressive Pretraining for Self-Supervised Video Representation Learning. CoRR abs/2405.15160 (2024) - [i17]Haoran Sun, Qingying Gao, Haiyun Lyu, Dezhi Luo, Hokin Deng, Yijiang Li:
Probing Mechanical Reasoning in Large Vision Language Models. CoRR abs/2410.00318 (2024) - [i16]Qingying Gao, Yijiang Li, Haiyun Lyu, Haoran Sun, Dezhi Luo, Hokin Deng:
Vision Language Models See What You Want but not What You See. CoRR abs/2410.00324 (2024) - [i15]Dezhi Luo, Haiyun Lyu, Qingying Gao, Haoran Sun, Yijiang Li, Hokin Deng:
Vision Language Models Know Law of Conservation without Understanding More-or-Less. CoRR abs/2410.00332 (2024) - [i14]Wanpeng Zhang, Zilong Xie, Yicheng Feng, Yijiang Li, Xingrun Xing, Sipeng Zheng, Zongqing Lu:
From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalities. CoRR abs/2410.02155 (2024) - [i13]Zihao Zhao, Yuchen Yang, Yijiang Li, Yinzhi Cao:
RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning. CoRR abs/2410.03122 (2024) - [i12]Yijiang Li, Qingying Gao, Haoran Sun, Haiyun Lyu, Dezhi Luo, Hokin Deng:
CogDevelop2K: Reversed Cognitive Development in Multimodal Large Language Models. CoRR abs/2410.10855 (2024) - [i11]Guangji Bai, Yijiang Li, Zilinghan Li, Liang Zhao, Kibaek Kim:
FedSpaLLM: Federated Pruning of Large Language Models. CoRR abs/2410.14852 (2024) - [i10]Jiaqi Wu, Simin Chen, Yuzhe Yang, Yijiang Li, Shiyue Hou, Rui Jing, Zehua Wang, Wei Chen, Zijian Tian:
FedDTPT: Federated Discrete and Transferable Prompt Tuning for Black-Box Large Language Models. CoRR abs/2411.00985 (2024) - [i9]Zihao Zhao, Yijiang Li, Yuchen Yang, Wenqing Zhang, Nuno Vasconcelos, Yinzhi Cao:
Pseudo-Probability Unlearning: Towards Efficient and Privacy-Preserving Machine Unlearning. CoRR abs/2411.02622 (2024) - [i8]Shourya Bose, Yijiang Li, Amy Van Sant, Yu Zhang, Kibaek Kim:
From RNNs to Foundation Models: An Empirical Study on Commercial Building Energy Consumption. CoRR abs/2411.14421 (2024) - [i7]Yicheng Feng, Yijiang Li, Wanpeng Zhang, Sipeng Zheng, Zongqing Lu:
VideoOrion: Tokenizing Object Dynamics in Videos. CoRR abs/2411.16156 (2024) - 2023
- [b1]Yijiang Li:
Decomposition Algorithms for Certain Integer Problems over Networks. Georgia Institute of Technology, Atlanta, GA, USA, 2023 - [j3]Wentian Cai, Linsen Xie, Weixian Yang, Yijiang Li, Ying Gao, Tingting Wang:
DFTNet: Dual-Path Feature Transfer Network for Weakly Supervised Medical Image Segmentation. IEEE ACM Trans. Comput. Biol. Bioinform. 20(4): 2530-2540 (2023) - [c6]Xinjiang Wang, Xingyi Yang, Shilong Zhang, Yijiang Li, Litong Feng, Shijie Fang, Chengqi Lyu, Kai Chen, Wayne Zhang:
Consistent-Teacher: Towards Reducing Inconsistent Pseudo-Targets in Semi-Supervised Object Detection. CVPR 2023: 3240-3249 - [c5]Siquan Huang, Yijiang Li, Chong Chen, Leyu Shi, Ying Gao:
Multi-metrics adaptively identifies backdoors in Federated learning. ICCV 2023: 4629-4639 - [c4]Yijiang Li, Xinjiang Wang, Lihe Yang, Litong Feng, Wayne Zhang, Ying Gao:
Diverse Cotraining Makes Strong Semi-Supervised Segmentor. ICCV 2023: 16009-16021 - [c3]Yuefan Luo, Qing Zhu, Zhen Zhou, Lin Chen, Jiaming Zhou, Tianjian Jiang, Yijiang Li, Danwei Wang, Yaonan Wang:
Improved YOLOv7 Based on Transformer for Object Detection in UAV-Captured Images. SMC 2023: 3152-3157 - [i6]Siquan Huang, Yijiang Li, Chong Chen, Leyu Shi, Ying Gao:
Multi-metrics adaptively identifies backdoors in Federated learning. CoRR abs/2303.06601 (2023) - [i5]Yijiang Li, Xinjiang Wang, Lihe Yang, Litong Feng, Wayne Zhang, Ying Gao:
Diverse Cotraining Makes Strong Semi-Supervised Segmentor. CoRR abs/2308.09281 (2023) - [i4]Yijiang Li, Ying Gao, Haohan Wang:
Understanding Adversarial Transferability in Federated Learning. CoRR abs/2310.00616 (2023) - [i3]Jixuan Leng, Yijiang Li, Haohan Wang:
Choosing Wisely and Learning Deeply: Selective Cross-Modality Distillation via CLIP for Domain Generalization. CoRR abs/2311.15145 (2023) - 2022
- [c2]Yijiang Li, Wentian Cai, Ying Gao, Chengming Li, Xiping Hu:
More than Encoder: Introducing Transformer Decoder to Upsample. BIBM 2022: 1597-1602 - [c1]Yijiang Li, Yaonan Wang, Yang Mo, Qing Zhu, Zhiqiang Miao, Yuefan Luo:
Natural interactive control method for unmanned swarm systems based on gesture recognition. ROBIO 2022: 207-212 - [i2]Xinjiang Wang, Xingyi Yang, Shilong Zhang, Yijiang Li, Litong Feng, Shijie Fang, Chengqi Lyu, Kai Chen, Wayne Zhang:
Consistent Targets Provide Better Supervision in Semi-supervised Object Detection. CoRR abs/2209.01589 (2022) - 2021
- [i1]Yijiang Li, Wentian Cai, Ying Gao, Xiping Hu:
More than Encoder: Introducing Transformer Decoder to Upsample. CoRR abs/2106.10637 (2021) - 2020
- [j2]Lan Luo, Xichen She, Jiexuan Cao, Yunlong Zhang, Yijiang Li, Peter X. K. Song:
Detection and Prediction of Ovulation From Body Temperature Measured by an In-Ear Wearable Thermometer. IEEE Trans. Biomed. Eng. 67(2): 512-522 (2020)
2010 – 2019
- 2012
- [j1]Yanhua Chen, Yijiang Li, John D. Kalbfleisch, Yan Zhou, Alan Leichtman, Peter X.-K. Song:
Graph-Based Optimization Algorithm and Software on Kidney Exchanges. IEEE Trans. Biomed. Eng. 59(7): 1985-1991 (2012)
Coauthor Index
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