Zhou, Xiao

28 publications

NeurIPS 2025 Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models Hanze Guo, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie

IJCAI 2025 CureGraph: Contrastive Multi-Modal Graph Representation Learning for Urban Living Circle Health Profiling and Prediction (Abstract Reprint) Jinlin Li, Xiao Zhou

CVPR 2025 DEIM: DETR with Improved Matching for Fast Convergence Shihua Huang, Zhichao Lu, Xiaodong Cun, Yongjun Yu, Xiao Zhou, Xi Shen

NeurIPS 2025 Efficient Utility-Preserving Machine Unlearning with Implicit Gradient Surgery Shiji Zhou, Tianbai Yu, Zhi Zhang, Heng Chang, Xiao Zhou, Dong Wu, Han Zhao

AAAI 2025 FAP-CD: Fairness-Driven Age-Friendly Community Planning via Conditional Diffusion Generation Jinlin Li, Xintong Li, Xiao Zhou

AAAI 2025 MotifGPL: Motif-Enhanced Graph Prototype Learning for Deciphering Urban Social Segregation Tengfei He, Xiao Zhou

NeurIPS 2025 Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens Xixian Yong, Xiao Zhou, Yingying Zhang, Jinlin Li, Yefeng Zheng, Xian Wu

AAAI 2025 Universal Features Guided Zero-Shot Category-Level Object Pose Estimation Wentian Qu, Chenyu Meng, Heng Li, Jian Cheng, Cuixia Ma, Hongan Wang, Xiao Zhou, Xiaoming Deng, Ping Tan

AAAI 2025 Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient Yongliang Wu, Shiji Zhou, Mingzhuo Yang, Lianzhe Wang, Heng Chang, Wenbo Zhu, Xinting Hu, Xiao Zhou, Xu Yang

AAAI 2024 Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations Lei Li, Jianxun Lian, Xiao Zhou, Xing Xie

IJCAI 2024 CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling Zhuo Xu, Xiao Zhou

AAAI 2024 Causally Aware Generative Adversarial Networks for Light Pollution Control Yuyao Zhang, Ke Guo, Xiao Zhou

ECCV 2024 Knowledge-Enhanced Visual-Language Pretraining for Computational Pathology Xiao Zhou, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Weidi Xie, Yan-Feng Wang

IJCAI 2024 MuseCL: Predicting Urban Socioeconomic Indicators via Multi-Semantic Contrastive Learning Xixian Yong, Xiao Zhou

AAAI 2024 Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation Yijun Ma, Chaozhuo Li, Xiao Zhou

ICLR 2023 A Holistic View of Label Noise Transition Matrix in Deep Learning and Beyond Lin Yong, Renjie Pi, Weizhong Zhang, Xiaobo Xia, Jiahui Gao, Xiao Zhou, Tongliang Liu, Bo Han

CVPR 2023 Adaptive Sparse Pairwise Loss for Object Re-Identification Xiao Zhou, Yujie Zhong, Zhen Cheng, Fan Liang, Lin Ma

TMLR 2023 Black-Box Prompt Learning for Pre-Trained Language Models Shizhe Diao, Zhichao Huang, Ruijia Xu, Xuechun Li, Lin Yong, Xiao Zhou, Tong Zhang

ICML 2022 Model Agnostic Sample Reweighting for Out-of-Distribution Learning Xiao Zhou, Yong Lin, Renjie Pi, Weizhong Zhang, Renzhe Xu, Peng Cui, Tong Zhang

CVPRW 2022 NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results Ren Yang, Radu Timofte, Meisong Zheng, Qunliang Xing, Minglang Qiao, Mai Xu, Lai Jiang, Huaida Liu, Ying Chen, Youcheng Ben, Xiao Zhou, Chen Fu, Pei Cheng, Gang Yu, Junyi Li, Renlong Wu, Zhilu Zhang, Wei Shang, Zhengyao Lv, Yunjin Chen, Mingcai Zhou, Dongwei Ren, Kai Zhang, Wangmeng Zuo, Pavel Ostyakov, Dmitry Vyal, Shakarim Soltanayev, Chervontsev Sergey, Magauiya Zhussip, Xueyi Zou, Youliang Yan, Pablo Navarrete Michelini, Yunhua Lu, Diankai Zhang, Shaoli Liu, Si Gao, Biao Wu, Chengjian Zheng, Xiaofeng Zhang, Kaidi Lu, Ning Wang, Thuong Nguyen Canh, Thong Bach, Qing Wang, Xiaopeng Sun, Haoyu Ma, Shijie Zhao, Junlin Li, Liangbin Xie, Shuwei Shi, Yujiu Yang, Xintao Wang, Jinjin Gu, Chao Dong, Xiaodi Shi, Chunmei Nian, Dong Jiang, Jucai Lin, Zhihuai Xie, Mao Ye, Dengyan Luo, Liuhan Peng, Shengjie Chen, Xin Liu, Qian Wang, Boyang Liang, Hang Dong, Yuhao Huang, Kai Chen, Xingbei Guo, Yujing Sun, Huilei Wu, Pengxu Wei, Yulin Huang, Junying Chen, Ik Hyun Lee, Sunder Ali Khowaja, Jiseok Yoon

CVPR 2022 Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature Zhixiang Wang, Xiang Ji, Jia-Bin Huang, Shin'ichi Satoh, Xiao Zhou, Yinqiang Zheng

ICML 2022 Probabilistic Bilevel Coreset Selection Xiao Zhou, Renjie Pi, Weizhong Zhang, Yong Lin, Zonghao Chen, Tong Zhang

ICML 2022 Sparse Invariant Risk Minimization Xiao Zhou, Yong Lin, Weizhong Zhang, Tong Zhang

CVPR 2021 Effective Sparsification of Neural Networks with Global Sparsity Constraint Xiao Zhou, Weizhong Zhang, Hang Xu, Tong Zhang

NeurIPS 2021 Efficient Neural Network Training via Forward and Backward Propagation Sparsification Xiao Zhou, Weizhong Zhang, Zonghao Chen, Shizhe Diao, Tong Zhang

CVPR 2021 Tuning IR-Cut Filter for Illumination-Aware Spectral Reconstruction from RGB Bo Sun, Junchi Yan, Xiao Zhou, Yinqiang Zheng

IJCAI 2019 Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems Xiao Zhou, Danyang Liu, Jianxun Lian, Xing Xie

IJCAI 2018 Predicting the Spatio-Temporal Evolution of Chronic Diseases in Population with Human Mobility Data Yingzi Wang, Xiao Zhou, Anastasios Noulas, Cecilia Mascolo, Xing Xie, Enhong Chen