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ORCIDXiangyu Yue 0001
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- affiliation: Chinese University of Hong Kong
- affiliation (former): University of California, Berkeley, USA
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Journal Articles
- 2026
[j6]Chuang Yu
, Yunpeng Liu, Jinmiao Zhao, Dou Quan, Zelin Shi, Xiangyu Yue:
Relational representation learning network for cross-spectral image patch matching. Inf. Fusion 127: 103749 (2026)- 2023
- [j5]Daniel J. Fremont, Edward Kim, Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Scenic: a language for scenario specification and data generation. Mach. Learn. 112(10): 3805-3849 (2023) - 2022
- [j4]Sicheng Zhao, Xuanbai Chen, Xiangyu Yue, Chuang Lin, Pengfei Xu, Ravi Krishna, Jufeng Yang, Guiguang Ding, Alberto L. Sangiovanni-Vincentelli, Kurt Keutzer:
Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation. IEEE Trans. Cybern. 52(10): 10000-10013 (2022) - [j3]Sicheng Zhao, Xiangyu Yue, Shanghang Zhang, Bo Li, Han Zhao, Bichen Wu, Ravi Krishna, Joseph E. Gonzalez, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia, Kurt Keutzer:
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. 33(2): 473-493 (2022) - [j2]Yiyi He, Xiangyu Yue, Sarah Lindbergh, Jianxi Gao, Chuck Graves, Jasenka Rakas:
Dissecting lightning strike hazard impact patterns to National Airspace System facilities in the contiguous United States. Comput. Environ. Urban Syst. 91: 101735 (2022) - 2021
- [j1]Sicheng Zhao, Bo Li, Pengfei Xu, Xiangyu Yue, Guiguang Ding, Kurt Keutzer:
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation. Int. J. Comput. Vis. 129(8): 2399-2424 (2021)
Conference and Workshop Papers
- 2025
- [c42]Wenze Liu, Zixuan Ye, Hao Lu, Zhiguo Cao, Xiangyu Yue:
Training Matting Models Without Alpha Labels. AAAI 2025: 5604-5612 - [c41]Yilei Jiang, Xinyan Gao, Tianshuo Peng, Yingshui Tan, Xiaoyong Zhu, Bo Zheng, Xiangyu Yue:
HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States. ACL (1) 2025: 14880-14893 - [c40]Minghong Cai, Xiaodong Cun, Xiaoyu Li, Wenze Liu, Zhaoyang Zhang, Yong Zhang, Ying Shan, Xiangyu Yue:
DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation. CVPR 2025: 7763-7772 - [c39]Haoran Hao, Jiaming Han, Changsheng Li, Yu-Feng Li, Xiangyu Yue:
RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models. CVPR 2025: 14538-14548 - [c38]Peishan Cong, Ziyi Wang, Yuexin Ma, Xiangyu Yue:
SemGeoMo: Dynamic Contextual Human Motion Generation with Semantic and Geometric Guidance. CVPR 2025: 17561-17570 - [c37]Chen Tang, Xinzhu Ma, Encheng Su, Xiufeng Song, Xiaohong Liu, Wei-Hong Li, Lei Bai, Wanli Ouyang, Xiangyu Yue:
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines. CVPR 2025: 29213-29224 - [c36]Yaxuan Huang, Xili Dai, Jianan Wang, Xianbiao Qi, Yixing Yuan, Xiangyu Yue:
Unposed Sparse Views Room Layout Reconstruction in the Age of Pretrain Model. ICLR 2025 - 2024
- [c35]Zhanhui Zhou, Jie Liu, Jing Shao, Xiangyu Yue, Chao Yang, Wanli Ouyang, Yu Qiao:
Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization. ACL (Findings) 2024: 10586-10613 - [c34]Xiaohan Ding, Yiyuan Zhang, Yixiao Ge, Sijie Zhao, Lin Song, Xiangyu Yue, Ying Shan:
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition. CVPR 2024: 5513-5524 - [c33]Yiyuan Zhang, Xiaohan Ding, Kaixiong Gong, Yixiao Ge, Ying Shan, Xiangyu Yue:
Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities. CVPR 2024: 6108-6117 - [c32]Jiaming Han, Kaixiong Gong, Yiyuan Zhang, Jiaqi Wang, Kaipeng Zhang, Dahua Lin, Yu Qiao, Peng Gao, Xiangyu Yue:
OneLLM: One Framework to Align All Modalities with Language. CVPR 2024: 26574-26585 - [c31]Feng Wang, Haihang Ruan, Zhihuang Xie, Ronggang Wang, Xiangyu Yue:
SSNVC: Single Stream Neural Video Compression with Implicit Temporal Information. DCC 2024: 590 - [c30]Zhixin Zhang, Yiyuan Zhang, Xiaohan Ding, Fusheng Jin, Xiangyu Yue:
Online Vectorized HD Map Construction Using Geometry. ECCV (49) 2024: 73-90 - [c29]Jiakang Yuan, Bo Zhang, Kaixiong Gong, Xiangyu Yue, Botian Shi, Yu Qiao, Tao Chen:
Reg-TTA3D: Better Regression Makes Better Test-Time Adaptive 3D Object Detection. ECCV (43) 2024: 197-213 - [c28]Chenyu Huang, Peng Ye, Tao Chen, Tong He, Xiangyu Yue, Wanli Ouyang:
EMR-Merging: Tuning-Free High-Performance Model Merging. NeurIPS 2024 - [c27]Lingxiao Li, Kaixiong Gong, Weihong Li, Xili Dai, Tao Chen, Xiaojun Yuan, Xiangyu Yue:
Bifröst: 3D-Aware Image Compositing with Language Instructions. NeurIPS 2024 - [c26]Le Zhuo, Ruoyi Du, Han Xiao, Yangguang Li, Dongyang Liu, Rongjie Huang, Wenze Liu, Xiangyang Zhu, Fu-Yun Wang, Zhanyu Ma, Xu Luo, Zehan Wang, Kaipeng Zhang, Lirui Zhao, Si Liu, Xiangyu Yue, Wanli Ouyang, Yu Qiao, Hongsheng Li, Peng Gao:
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT. NeurIPS 2024 - [c25]Anzi Xu, Yujie Di, Xiangyu Yue, Lian-Kuan Chen:
Seeing through Wave - Real-time Beam Tracking via a ResNet-based Model in Water-air OWC Systems. OFC 2024: 1-3 - 2023
- [c24]Eric Vin, Shun Kashiwa, Matthew Rhea, Daniel J. Fremont, Edward Kim, Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
3D Environment Modeling for Falsification and Beyond with Scenic 3.0. CAV (1) 2023: 253-265 - [c23]Changqi Wang, Haoyu Xie, Yuhui Yuan, Chong Fu, Xiangyu Yue:
Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic Segmentation. ICCV 2023: 931-942 - [c22]Min Liu, Alberto L. Sangiovanni-Vincentelli, Xiangyu Yue:
Beating Backdoor Attack at Its Own Game. ICCV 2023: 4597-4606 - [c21]Zangwei Zheng, Mingyuan Ma, Kai Wang, Ziheng Qin, Xiangyu Yue, Yang You:
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models. ICCV 2023: 19068-19079 - 2022
- [c20]Hari Prasanna Das, Ryan Tran, Japjot Singh, Xiangyu Yue, Geoffrey H. Tison, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos:
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data. AAAI 2022: 11792-11800 - [c19]Chenfeng Xu, Shijia Yang, Tomer Galanti, Bichen Wu, Xiangyu Yue, Bohan Zhai, Wei Zhan, Peter Vajda, Kurt Keutzer, Masayoshi Tomizuka:
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models. ECCV (37) 2022: 638-656 - [c18]Haodi He, Yuhui Yuan, Xiangyu Yue, Han Hu:
RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation. ECCV (29) 2022: 682-700 - [c17]Colorado J. Reed, Xiangyu Yue, Ani Nrusimha, Sayna Ebrahimi, Vivek Vijaykumar, Richard Mao, Bo Li, Shanghang Zhang, Devin Guillory, Sean Metzger, Kurt Keutzer, Trevor Darrell:
Self-Supervised Pretraining Improves Self-Supervised Pretraining. WACV 2022: 1050-1060 - 2021
- [c16]Xiangyu Yue, Zangwei Zheng, Shanghang Zhang, Yang Gao, Trevor Darrell, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli:
Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation. CVPR 2021: 13834-13844 - [c15]Hanchen Wang, Qi Liu, Xiangyu Yue, Joan Lasenby, Matt J. Kusner:
Unsupervised Point Cloud Pre-training via Occlusion Completion. ICCV 2021: 9762-9772 - [c14]Zangwei Zheng, Xiangyu Yue, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli:
Scene-aware Learning Network for Radar Object Detection. ICMR 2021: 573-579 - [c13]Sicheng Zhao, Yang Xiao, Jiang Guo, Xiangyu Yue, Jufeng Yang, Ravi Krishna, Pengfei Xu, Kurt Keutzer:
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources. WWW 2021: 541-552 - 2020
- [c12]Yang Zhang, Zixiang Zhou, Philip David, Xiangyu Yue, Zerong Xi, Boqing Gong, Hassan Foroosh:
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation. CVPR 2020: 9598-9607 - 2019
- [c11]Xiangyu Yue, Yang Zhang, Sicheng Zhao, Alberto L. Sangiovanni-Vincentelli, Kurt Keutzer, Boqing Gong:
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization Without Accessing Target Domain Data. ICCV 2019: 2100-2110 - [c10]Bichen Wu, Xuanyu Zhou, Sicheng Zhao, Xiangyu Yue, Kurt Keutzer:
SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud. ICRA 2019: 4376-4382 - [c9]Sicheng Zhao, Bo Li, Xiangyu Yue, Yang Gu, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer:
Multi-source Domain Adaptation for Semantic Segmentation. NeurIPS 2019: 7285-7298 - [c8]Daniel J. Fremont, Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Scenic: a language for scenario specification and scene generation. PLDI 2019: 63-78 - 2018
- [c7]Sanjit A. Seshia, Ankush Desai, Tommaso Dreossi, Daniel J. Fremont, Shromona Ghosh, Edward Kim, Sumukh Shivakumar, Marcell Vazquez-Chanlatte, Xiangyu Yue:
Formal Specification for Deep Neural Networks. ATVA 2018: 20-34 - [c6]Amir Gholami, Kiseok Kwon, Bichen Wu, Zizheng Tai, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Kurt Keutzer:
SqueezeNext: Hardware-Aware Neural Network Design. CVPR Workshops 2018: 1638-1647 - [c5]Bichen Wu, Alvin Wan, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Noah Golmant, Amir Gholaminejad, Joseph Gonzalez, Kurt Keutzer:
Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions. CVPR 2018: 9127-9135 - [c4]Bichen Wu, Alvin Wan, Xiangyu Yue, Kurt Keutzer:
SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point Cloud. ICRA 2018: 1887-1893 - [c3]Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Counterexample-Guided Data Augmentation. IJCAI 2018: 2071-2078 - [c2]Amir Gholami, Shashank Subramanian, Varun Shenoy, Naveen Himthani, Xiangyu Yue, Sicheng Zhao, Peter H. Jin, George Biros, Kurt Keutzer:
A Novel Domain Adaptation Framework for Medical Image Segmentation. BrainLes@MICCAI (2) 2018: 289-298 - [c1]Xiangyu Yue, Bichen Wu, Sanjit A. Seshia, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli:
A LiDAR Point Cloud Generator: from a Virtual World to Autonomous Driving. ICMR 2018: 458-464
Informal and Other Publications
- 2025
- [i95]Wenshu Fan, Minxing Zhang, Hongwei Li, Wenbo Jiang, Hanxiao Chen, Xiangyu Yue, Michael Backes, Xiao Zhang:
DivTrackee versus DynTracker: Promoting Diversity in Anti-Facial Recognition against Dynamic FR Strategy. CoRR abs/2501.06533 (2025) - [i94]Yingshui Tan, Yilei Jiang, Yanshi Li, Jiaheng Liu, Xingyuan Bu, Wenbo Su, Xiangyu Yue, Xiaoyong Zhu, Bo Zheng:
Equilibrate RLHF: Towards Balancing Helpfulness-Safety Trade-off in Large Language Models. CoRR abs/2502.11555 (2025) - [i93]Yilei Jiang, Xinyan Gao, Tianshuo Peng, Yingshui Tan, Xiaoyong Zhu, Bo Zheng, Xiangyu Yue:
HiddenDetect: Detecting Jailbreak Attacks against Large Vision-Language Models via Monitoring Hidden States. CoRR abs/2502.14744 (2025) - [i92]Yunhai Feng, Jiaming Han, Zhuoran Yang, Xiangyu Yue, Sergey Levine, Jianlan Luo:
Reflective Planning: Vision-Language Models for Multi-Stage Long-Horizon Robotic Manipulation. CoRR abs/2502.16707 (2025) - [i91]Yaxuan Huang, Xili Dai, Jianan Wang, Xianbiao Qi, Yixing Yuan, Xiangyu Yue:
Unposed Sparse Views Room Layout Reconstruction in the Age of Pretrain Model. CoRR abs/2502.16779 (2025) - [i90]Peishan Cong, Ziyi Wang, Yuexin Ma, Xiangyu Yue:
SemGeoMo: Dynamic Contextual Human Motion Generation with Semantic and Geometric Guidance. CoRR abs/2503.01291 (2025) - [i89]Zeqiang Lai, Yunfei Zhao, Zibo Zhao, Haolin Liu, Fuyun Wang, Huiwen Shi, Xianghui Yang, Qingxiang Lin, Jingwei Huang, Yuhong Liu, Jie Jiang, Chunchao Guo, Xiangyu Yue:
Unleashing Vecset Diffusion Model for Fast Shape Generation. CoRR abs/2503.16302 (2025) - [i88]Handong Li, Yiyuan Zhang, Longteng Guo, Xiangyu Yue, Jing Liu:
Breaking the Encoder Barrier for Seamless Video-Language Understanding. CoRR abs/2503.18422 (2025) - [i87]Chen Tang, Xinzhu Ma, Encheng Su, Xiufeng Song, Xiaohong Liu, Wei-Hong Li, Lei Bai, Wanli Ouyang, Xiangyu Yue:
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines. CoRR abs/2503.20748 (2025) - [i86]Kaituo Feng, Kaixiong Gong, Bohao Li, Zonghao Guo, Yibing Wang, Tianshuo Peng, Benyou Wang, Xiangyu Yue:
Video-R1: Reinforcing Video Reasoning in MLLMs. CoRR abs/2503.21776 (2025) - [i85]Haoran Hao, Jiaming Han, Yiyuan Zhang, Xiangyu Yue:
Multimodal Long Video Modeling Based on Temporal Dynamic Context. CoRR abs/2504.10443 (2025) - [i84]Jianyu Wu, Yizhou Wang, Xiangyu Yue, Xinzhu Ma, Jingyang Guo, Dongzhan Zhou, Wanli Ouyang, Shixiang Tang:
CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation. CoRR abs/2504.20830 (2025) - [i83]Wenze Liu, Xiangyu Yue:
Learning to Integrate Diffusion ODEs by Averaging the Derivatives. CoRR abs/2505.14502 (2025) - [i82]Bo Zhang, Shiyang Feng, Xiangchao Yan, Jiakang Yuan, Zhiyin Yu, Xiaohan He, Songtao Huang, Shaowei Hou, Zheng Nie, Zhilong Wang, Jinyao Liu, Runmin Ma, Tianshuo Peng, Peng Ye, Dongzhan Zhou, Shufei Zhang, Xiaosong Wang, Yilan Zhang, Meng Li, Zhongying Tu, Xiangyu Yue, Wangli Ouyang, Bowen Zhou, Lei Bai:
NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification. CoRR abs/2505.16938 (2025) - [i81]Kaixuan Fan, Kaituo Feng, Haoming Lyu, Dongzhan Zhou, Xiangyu Yue:
SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward. CoRR abs/2505.17018 (2025) - [i80]Zican Hu, Wei Liu, Xiaoye Qu, Xiangyu Yue, Chunlin Chen, Zhi Wang, Yu Cheng:
Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning. CoRR abs/2505.19761 (2025) - [i79]Jiakang Yuan, Tianshuo Peng, Yilei Jiang, Yiting Lu, Renrui Zhang, Kaituo Feng, Chaoyou Fu, Tao Chen, Lei Bai, Bo Zhang, Xiangyu Yue:
MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs. CoRR abs/2505.21327 (2025) - [i78]Sihan Yang, Runsen Xu, Yiman Xie, Sizhe Yang, Mo Li, Jingli Lin, Chenming Zhu, Xiaochen Chen, Haodong Duan, Xiangyu Yue, Dahua Lin, Tai Wang, Jiangmiao Pang:
MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence. CoRR abs/2505.23764 (2025) - [i77]Zidong Wang, Lei Bai, Xiangyu Yue, Wanli Ouyang, Yiyuan Zhang:
Native-Resolution Image Synthesis. CoRR abs/2506.03131 (2025) - [i76]Jiazhi Yang, Kashyap Chitta, Shenyuan Gao, Long Chen, Yuqian Shao, Xiaosong Jia, Hongyang Li, Andreas Geiger, Xiangyu Yue, Li Chen:
ReSim: Reliable World Simulation for Autonomous Driving. CoRR abs/2506.09981 (2025) - [i75]Zonghao Ying, Siyang Wu, Run Hao, Peng Ying, Shixuan Sun, Pengyu Chen, Junze Chen, Hao Du, Kaiwen Shen, Shangkun Wu, Jiwei Wei, Shiyuan He, Yang Yang, Xiaohai Xu, Ke Ma, Qianqian Xu, Qingming Huang, Shi Lin, Xun Wang, Changting Lin, Meng Han, Yilei Jiang, Siqi Lai, Yaozhi Zheng, Yifei Song, Xiangyu Yue, Zonglei Jing, Tianyuan Zhang, Zhilei Zhu, Aishan Liu, Jiakai Wang, Siyuan Liang, Xianglong Kong, Hainan Li, Junjie Mu, Haotong Qin, Yue Yu, Lei Chen, Felix Juefei-Xu, Qing Guo, Xinyun Chen, Yew Soon Ong, Xianglong Liu, Dawn Song, Alan L. Yuille, Philip Torr, Dacheng Tao:
Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025. CoRR abs/2506.12430 (2025) - [i74]Jiaming Han, Hao Chen, Yang Zhao, Hanyu Wang, Qi Zhao, Ziyan Yang, Hao He, Xiangyu Yue, Lu Jiang:
Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations. CoRR abs/2506.18898 (2025) - [i73]Yinan Xia, Yilei Jiang, Yingshui Tan, Xiaoyong Zhu, Xiangyu Yue, Bo Zheng:
MSR-Align: Policy-Grounded Multimodal Alignment for Safety-Aware Reasoning in Vision-Language Models. CoRR abs/2506.19257 (2025) - [i72]Xuehui Wang, Zhenyu Wu, JingJing Xie, Zichen Ding, Bowen Yang, Zehao Li, Zhaoyang Liu, Qingyun Li, Xuan Dong, Zhe Chen, Weiyun Wang, Xiangyu Zhao, Jixuan Chen, Haodong Duan, Tianbao Xie, Chenyu Yang, Shiqian Su, Yue Yu, Yuan Huang, Yiqian Liu, Xiao Zhang, Yanting Zhang, Xiangyu Yue, Weijie Su, Xizhou Zhu, Wei Shen, Jifeng Dai, Wenhai Wang:
MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents. CoRR abs/2507.19478 (2025) - [i71]Yilei Jiang, Yaozhi Zheng, Yuxuan Wan, Jiaming Han, Qunzhong Wang, Michael R. Lyu, Xiangyu Yue:
ScreenCoder: Advancing Visual-to-Code Generation for Front-End Automation via Modular Multimodal Agents. CoRR abs/2507.22827 (2025) - [i70]Zidong Wang, Yiyuan Zhang, Xiaoyu Yue, Xiangyu Yue, Yangguang Li, Wanli Ouyang, Lei Bai:
Transition Models: Rethinking the Generative Learning Objective. CoRR abs/2509.04394 (2025) - 2024
- [i69]Yiyuan Zhang, Xiaohan Ding, Kaixiong Gong, Yixiao Ge, Ying Shan, Xiangyu Yue:
Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities. CoRR abs/2401.14405 (2024) - [i68]Yiyuan Zhang, Yuhao Kang, Zhixin Zhang, Xiaohan Ding, Sanyuan Zhao, Xiangyu Yue:
InteractiveVideo: User-Centric Controllable Video Generation with Synergistic Multimodal Instructions. CoRR abs/2402.03040 (2024) - [i67]Di Zhang, Wei Liu, Qian Tan, Jingdan Chen, Hang Yan, Yuliang Yan, Jiatong Li, Weiran Huang, Xiangyu Yue, Dongzhan Zhou, Shufei Zhang, Mao Su, Hansen Zhong, Yuqiang Li, Wanli Ouyang:
ChemLLM: A Chemical Large Language Model. CoRR abs/2402.06852 (2024) - [i66]Jinmei Liu, Wenbin Li, Xiangyu Yue, Shilin Zhang, Chunlin Chen, Zhi Wang:
Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay. CoRR abs/2404.10662 (2024) - [i65]Zhendong Liu, Yuanbi Nie, Yingshui Tan, Xiangyu Yue, Qiushi Cui, Chongjun Wang, Xiaoyong Zhu, Bo Zheng:
Safety Alignment for Vision Language Models. CoRR abs/2405.13581 (2024) - [i64]Chenyu Huang, Peng Ye, Tao Chen, Tong He, Xiangyu Yue, Wanli Ouyang:
EMR-Merging: Tuning-Free High-Performance Model Merging. CoRR abs/2405.17461 (2024) - [i63]Feng Wang, Haihang Ruan, Zhihuang Xie, Ronggang Wang, Xiangyu Yue:
SSNVC: Single Stream Neural Video Compression with Implicit Temporal Information. CoRR abs/2406.07645 (2024) - [i62]Yiyuan Zhang, Handong Li, Jing Liu, Xiangyu Yue:
Explore the Limits of Omni-modal Pretraining at Scale. CoRR abs/2406.09412 (2024) - [i61]Le Zhuo, Ruoyi Du, Han Xiao, Yangguang Li, Dongyang Liu, Rongjie Huang, Wenze Liu, Lirui Zhao, Fu-Yun Wang, Zhanyu Ma, Xu Luo, Zehan Wang, Kaipeng Zhang, Xiangyang Zhu, Si Liu, Xiangyu Yue, Dingning Liu, Wanli Ouyang, Ziwei Liu, Yu Qiao, Hongsheng Li, Peng Gao:
Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT. CoRR abs/2406.18583 (2024) - [i60]Wenze Liu, Zixuan Ye, Hao Lu, Zhiguo Cao, Xiangyu Yue:
Training Matting Models without Alpha Labels. CoRR abs/2408.10539 (2024) - [i59]Dongyu Luo, Jianyu Wu, Jing Wang, Hairun Xie, Xiangyu Yue, Shixiang Tang:
DiffFluid: Plain Diffusion Models are Effective Predictors of Flow Dynamics. CoRR abs/2409.13665 (2024) - [i58]Xi Chen, Kaituo Feng, Changsheng Li, Xunhao Lai, Xiangyu Yue, Ye Yuan, Guoren Wang:
Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint? CoRR abs/2410.01623 (2024) - [i57]Yiyuan Zhang, Xiaohan Ding, Xiangyu Yue:
Scaling Up Your Kernels: Large Kernel Design in ConvNets towards Universal Representations. CoRR abs/2410.08049 (2024) - [i56]Wenze Liu, Le Zhuo, Yi Xin, Sheng Xia, Peng Gao, Xiangyu Yue:
Customize Your Visual Autoregressive Recipe with Set Autoregressive Modeling. CoRR abs/2410.10511 (2024) - [i55]Haoran Hao, Jiaming Han, Changsheng Li, Yu-Feng Li, Xiangyu Yue:
Remember, Retrieve and Generate: Understanding Infinite Visual Concepts as Your Personalized Assistant. CoRR abs/2410.13360 (2024) - [i54]Lingxiao Li, Kaixiong Gong, Weihong Li, Xili Dai, Tao Chen, Xiaojun Yuan, Xiangyu Yue:
BIFRÖST: 3D-Aware Image compositing with Language Instructions. CoRR abs/2410.19079 (2024) - [i53]Zhixin Zhang, Yiyuan Zhang, Xiaohan Ding, Xiangyu Yue:
Vision Search Assistant: Empower Vision-Language Models as Multimodal Search Engines. CoRR abs/2410.21220 (2024) - [i52]Zhendong Liu, Yuanbi Nie, Yingshui Tan, Xiangyu Yue, Qiushi Cui, Chongjun Wang, Xiaoyong Zhu, Bo Zheng:
Enhancing Vision-Language Model Safety through Progressive Concept-Bottleneck-Driven Alignment. CoRR abs/2411.11543 (2024) - [i51]Lingxiao Li, Kaixuan Fan, Boqing Gong, Xiangyu Yue:
Diffusion Autoencoders for Few-shot Image Generation in Hyperbolic Space. CoRR abs/2411.17784 (2024) - [i50]Kaixiong Gong, Kaituo Feng, Bohao Li, Yibing Wang, Mofan Cheng, Shijia Yang, Jiaming Han, Benyou Wang, Yutong Bai, Zhuoran Yang, Xiangyu Yue:
AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information? CoRR abs/2412.02611 (2024) - [i49]Tianshuo Peng, Mingsheng Li, Hongbin Zhou, Renqiu Xia, Renrui Zhang, Lei Bai, Song Mao, Bin Wang, Conghui He, Aojun Zhou, Botian Shi, Tao Chen, Bo Zhang, Xiangyu Yue:
Chimera: Improving Generalist Model with Domain-Specific Experts. CoRR abs/2412.05983 (2024) - [i48]Chuang Yu, Jinmiao Zhao, Yunpeng Liu, Sicheng Zhao, Xiangyu Yue:
From Easy to Hard: Progressive Active Learning Framework for Infrared Small Target Detection with Single Point Supervision. CoRR abs/2412.11154 (2024) - [i47]Chuang Yu, Yunpeng Liu, Jinmiao Zhao, Xiangyu Yue:
Why and How: Knowledge-Guided Learning for Cross-Spectral Image Patch Matching. CoRR abs/2412.11161 (2024) - [i46]Minghong Cai, Xiaodong Cun, Xiaoyu Li, Wenze Liu, Zhaoyang Zhang, Yong Zhang, Ying Shan, Xiangyu Yue:
DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation. CoRR abs/2412.18597 (2024) - [i45]Yilei Jiang, Weihong Li, Yiyuan Zhang, Minghong Cai, Xiangyu Yue:
DebiasDiff: Debiasing Text-to-image Diffusion Models with Self-discovering Latent Attribute Directions. CoRR abs/2412.18810 (2024) - [i44]Yilei Jiang, Yingshui Tan, Xiangyu Yue:
RapGuard: Safeguarding Multimodal Large Language Models via Rationale-aware Defensive Prompting. CoRR abs/2412.18826 (2024) - 2023
- [i43]Zangwei Zheng, Mingyuan Ma, Kai Wang, Ziheng Qin, Xiangyu Yue, Yang You:
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models. CoRR abs/2303.06628 (2023) - [i42]Peng Gao, Jiaming Han, Renrui Zhang, Ziyi Lin, Shijie Geng, Aojun Zhou, Wei Zhang, Pan Lu, Conghui He, Xiangyu Yue, Hongsheng Li, Yu Qiao:
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model. CoRR abs/2304.15010 (2023) - [i41]Eric Vin, Shun Kashiwa, Matthew Rhea, Daniel J. Fremont, Edward Kim, Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
3D Environment Modeling for Falsification and Beyond with Scenic 3.0. CoRR abs/2307.03325 (2023) - [i40]Changqi Wang, Haoyu Xie, Yuhui Yuan, Chong Fu, Xiangyu Yue:
Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic Segmentation. CoRR abs/2307.09755 (2023) - [i39]Yiyuan Zhang, Kaixiong Gong, Kaipeng Zhang, Hongsheng Li, Yu Qiao, Wanli Ouyang, Xiangyu Yue:
Meta-Transformer: A Unified Framework for Multimodal Learning. CoRR abs/2307.10802 (2023) - [i38]Min Liu, Alberto L. Sangiovanni-Vincentelli, Xiangyu Yue:
Backdoor Defense with Non-Adversarial Backdoor. CoRR abs/2307.15539 (2023) - [i37]Yan Ma, Weicong Liang, Yiduo Hao, Bohan Chen, Xiangyu Yue, Chao Zhang, Yuhui Yuan:
Revisiting DETR Pre-training for Object Detection. CoRR abs/2308.01300 (2023) - [i36]Jiaming Han, Renrui Zhang, Wenqi Shao, Peng Gao, Peng Xu, Han Xiao, Kaipeng Zhang, Chris Liu, Song Wen, Ziyu Guo, Xudong Lu, Shuai Ren, Yafei Wen, Xiaoxin Chen, Xiangyu Yue, Hongsheng Li, Yu Qiao:
ImageBind-LLM: Multi-modality Instruction Tuning. CoRR abs/2309.03905 (2023) - [i35]Zhanhui Zhou, Jie Liu, Chao Yang, Jing Shao, Yu Liu, Xiangyu Yue, Wanli Ouyang, Yu Qiao:
Beyond One-Preference-for-All: Multi-Objective Direct Preference Optimization for Language Models. CoRR abs/2310.03708 (2023) - [i34]Yiyuan Zhang, Kaixiong Gong, Xiaohan Ding, Kaipeng Zhang, Fangrui Lv, Kurt Keutzer, Xiangyu Yue:
Towards Unified and Effective Domain Generalization. CoRR abs/2310.10008 (2023) - [i33]Xiaohan Ding, Yiyuan Zhang, Yixiao Ge, Sijie Zhao, Lin Song, Xiangyu Yue, Ying Shan:
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition. CoRR abs/2311.15599 (2023) - [i32]Zhixin Zhang, Yiyuan Zhang, Xiaohan Ding, Fusheng Jin, Xiangyu Yue:
Online Vectorized HD Map Construction using Geometry. CoRR abs/2312.03341 (2023) - [i31]Jiaming Han, Kaixiong Gong, Yiyuan Zhang, Jiaqi Wang, Kaipeng Zhang, Dahua Lin, Yu Qiao, Peng Gao, Xiangyu Yue:
OneLLM: One Framework to Align All Modalities with Language. CoRR abs/2312.03700 (2023) - 2022
- [i30]Haodi He, Yuhui Yuan, Xiangyu Yue, Han Hu:
MLSeg: Image and Video Segmentation as Multi-Label Classification and Selected-Label Pixel Classification. CoRR abs/2203.04187 (2022) - [i29]Zangwei Zheng, Xiangyu Yue, Kai Wang, Yang You:
Prompt Vision Transformer for Domain Generalization. CoRR abs/2208.08914 (2022) - 2021
- [i28]Colorado J. Reed, Xiangyu Yue, Ani Nrusimha, Sayna Ebrahimi, Vivek Vijaykumar, Richard Mao, Bo Li, Shanghang Zhang, Devin Guillory, Sean Metzger, Kurt Keutzer, Trevor Darrell:
Self-Supervised Pretraining Improves Self-Supervised Pretraining. CoRR abs/2103.12718 (2021) - [i27]Xiangyu Yue, Zangwei Zheng, Shanghang Zhang, Yang Gao, Trevor Darrell, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli:
Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation. CoRR abs/2103.16765 (2021) - [i26]Chenfeng Xu, Shijia Yang, Bohan Zhai, Bichen Wu, Xiangyu Yue, Wei Zhan, Peter Vajda, Kurt Keutzer, Masayoshi Tomizuka:
Image2Point: 3D Point-Cloud Understanding with Pretrained 2D ConvNets. CoRR abs/2106.04180 (2021) - [i25]Zangwei Zheng, Xiangyu Yue, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli:
Scene-aware Learning Network for Radar Object Detection. CoRR abs/2107.01469 (2021) - [i24]Hari Prasanna Das, Ryan Tran, Japjot Singh, Xiangyu Yue, Geoff Tison, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos:
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data. CoRR abs/2109.06486 (2021) - [i23]Xiangyu Yue, Zangwei Zheng, Colorado Reed, Hari Prasanna Das, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli:
Multi-source Few-shot Domain Adaptation. CoRR abs/2109.12391 (2021) - [i22]Haojin Liao, Xiaolin Song, Sicheng Zhao, Shanghang Zhang, Xiangyu Yue, Xingxu Yao, Yueming Zhang, Tengfei Xing, Pengfei Xu, Qiang Wang:
2nd Place Solution for VisDA 2021 Challenge - Universally Domain Adaptive Image Recognition. CoRR abs/2110.14240 (2021) - 2020
- [i21]Sicheng Zhao, Bo Li, Xiangyu Yue, Pengfei Xu, Kurt Keutzer:
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation. CoRR abs/2003.00820 (2020) - [i20]Yang Zhang, Zixiang Zhou, Philip David, Xiangyu Yue, Zerong Xi, Hassan Foroosh:
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation. CoRR abs/2003.14032 (2020) - [i19]Yingshui Tan, Baihong Jin, Xiangyu Yue, Yuxin Chen, Alberto L. Sangiovanni-Vincentelli:
Exploiting Uncertainties from Ensemble Learners to Improve Decision-Making in Healthcare AI. CoRR abs/2007.06063 (2020) - [i18]Baihong Jin, Yingshui Tan, Albert Liu, Xiangyu Yue, Yuxin Chen, Alberto L. Sangiovanni-Vincentelli:
Using Ensemble Classifiers to Detect Incipient Anomalies. CoRR abs/2008.08710 (2020) - [i17]Yingshui Tan, Baihong Jin, Qiushi Cui, Xiangyu Yue, Alberto L. Sangiovanni-Vincentelli:
Generalizing Fault Detection Against Domain Shifts Using Stratification-Aware Cross-Validation. CoRR abs/2008.08713 (2020) - [i16]Sicheng Zhao, Xiangyu Yue, Shanghang Zhang, Bo Li, Han Zhao, Bichen Wu, Ravi Krishna, Joseph E. Gonzalez, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia, Kurt Keutzer:
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation. CoRR abs/2009.00155 (2020) - [i15]Hanchen Wang, Qi Liu, Xiangyu Yue, Joan Lasenby, Matthew J. Kusner:
Pre-Training by Completing Point Clouds. CoRR abs/2010.01089 (2020) - [i14]Daniel J. Fremont, Edward Kim, Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Scenic: A Language for Scenario Specification and Data Generation. CoRR abs/2010.06580 (2020) - [i13]Sicheng Zhao, Yang Xiao, Jiang Guo, Xiangyu Yue, Jufeng Yang, Ravi Krishna, Pengfei Xu, Kurt Keutzer:
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources. CoRR abs/2011.08678 (2020) - [i12]Sicheng Zhao, Xuanbai Chen, Xiangyu Yue, Chuang Lin, Pengfei Xu, Ravi Krishna, Jufeng Yang, Guiguang Ding, Alberto L. Sangiovanni-Vincentelli, Kurt Keutzer:
Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation. CoRR abs/2011.12470 (2020) - [i11]Jay Shenoy, Edward Kim, Xiangyu Yue, Taesung Park, Daniel J. Fremont, Alberto L. Sangiovanni-Vincentelli, Sanjit Seshia:
A Customizable Dynamic Scenario Modeling and Data Generation Platform for Autonomous Driving. CoRR abs/2011.14551 (2020) - 2019
- [i10]Xiangyu Yue, Yang Zhang, Sicheng Zhao, Alberto L. Sangiovanni-Vincentelli, Kurt Keutzer, Boqing Gong:
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain Data. CoRR abs/1909.00889 (2019) - [i9]Sicheng Zhao, Bo Li, Xiangyu Yue, Yang Gu, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer:
Multi-source Domain Adaptation for Semantic Segmentation. CoRR abs/1910.12181 (2019) - 2018
- [i8]Amir Gholami, Kiseok Kwon, Bichen Wu, Zizheng Tai, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Kurt Keutzer:
SqueezeNext: Hardware-Aware Neural Network Design. CoRR abs/1803.10615 (2018) - [i7]Xiangyu Yue, Bichen Wu, Sanjit A. Seshia, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli:
A LiDAR Point Cloud Generator: from a Virtual World to Autonomous Driving. CoRR abs/1804.00103 (2018) - [i6]Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Counterexample-Guided Data Augmentation. CoRR abs/1805.06962 (2018) - [i5]Bichen Wu, Xuanyu Zhou, Sicheng Zhao, Xiangyu Yue, Kurt Keutzer:
SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud. CoRR abs/1809.08495 (2018) - [i4]Daniel J. Fremont, Xiangyu Yue, Tommaso Dreossi, Shromona Ghosh, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Scenic: Language-Based Scene Generation. CoRR abs/1809.09310 (2018) - [i3]Amir Gholami, Shashank Subramanian, Varun Shenoy, Naveen Himthani, Xiangyu Yue, Sicheng Zhao, Peter H. Jin, George Biros, Kurt Keutzer:
A Novel Domain Adaptation Framework for Medical Image Segmentation. CoRR abs/1810.05732 (2018) - 2017
- [i2]Bichen Wu, Alvin Wan, Xiangyu Yue, Kurt Keutzer:
SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point Cloud. CoRR abs/1710.07368 (2017) - [i1]Bichen Wu, Alvin Wan, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Noah Golmant, Amir Gholaminejad, Joseph Gonzalez, Kurt Keutzer:
Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions. CoRR abs/1711.08141 (2017)
Coauthor Index
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