Wang, Xiaoyang

33 publications

ICLR 2026 DHG-Bench: A Comprehensive Benchmark for Deep Hypergraph Learning Fan Li, Xiaoyang Wang, Wenjie Zhang, Ying Zhang, Xuemin Lin

ICLR 2026 Parallel-R1: Towards Parallel Thinking via Reinforcement Learning Tong Zheng, Hongming Zhang, Wenhao Yu, Xiaoyang Wang, He Xing, Runpeng Dai, Rui Liu, Huiwen Bao, Chengsong Huang, Heng Huang, Dong Yu

ICLR 2026 R-Zero: Self-Evolving Reasoning LLM from Zero Data Chengsong Huang, Wenhao Yu, Xiaoyang Wang, Hongming Zhang, Zongxia Li, Ruosen Li, Jiaxin Huang, Haitao Mi, Dong Yu

ICCV 2025 Bias-Resilient Weakly Supervised Semantic Segmentation Using Normalizing Flows Xianglin Qiu, Xiaoyang Wang, Zhen Zhang, Jimin Xiao

AAAI 2025 CNC: Cross-Modal Normality Constraint for Unsupervised Multi-Class Anomaly Detection Xiaolei Wang, Xiaoyang Wang, Huihui Bai, Eng Gee Lim, Jimin Xiao

ICLR 2025 DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? Liqiang Jing, Zhehui Huang, Xiaoyang Wang, Wenlin Yao, Wenhao Yu, Kaixin Ma, Hongming Zhang, Xinya Du, Dong Yu

ICCV 2025 DecAD: Decoupling Anomalies in Latent Space for Multi-Class Unsupervised Anomaly Detection Xiaolei Wang, Xiaoyang Wang, Huihui Bai, Eng Gee Lim, Jimin Xiao

IJCAI 2025 Free Lunch of Image-Mask Alignment for Anomaly Image Generation and Segmentation Xiangyue Li, Xiaoyang Wang, Zhibin Wan, Quan Zhang, Yupei Wu, Tao Deng, Mingjie Sun

TMLR 2025 Improving Single-Round Active Adaptation: A Prediction Variability Perspective Xiaoyang Wang, Yibo Jacky Zhang, Olawale Elijah Salaudeen, Mingyuan Wu, Hongpeng Guo, Chaoyang He, Klara Nahrstedt, Sanmi Koyejo

IJCAI 2025 PCAN: A Pandemic-Compatible Attentive Neural Network for Retail Sales Forecasting Fan Li, Guoxuan Wang, Huiyu Chu, Dawei Cheng, Xiaoyang Wang

CVPR 2024 Continual Segmentation with Disentangled Objectness Learning and Class Recognition Yizheng Gong, Siyue Yu, Xiaoyang Wang, Jimin Xiao

IJCAI 2024 Hypergraph Self-Supervised Learning with Sampling-Efficient Signals Fan Li, Xiaoyang Wang, Dawei Cheng, Wenjie Zhang, Ying Zhang, Xuemin Lin

AISTATS 2024 Invariant Aggregator for Defending Against Federated Backdoor Attacks Xiaoyang Wang, Dimitrios Dimitriadis, Sanmi Koyejo, Shruti Tople

TMLR 2024 Personalized Federated Learning with Spurious Features: An Adversarial Approach Xiaoyang Wang, Han Zhao, Klara Nahrstedt, Sanmi Koyejo

AAAI 2024 SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation Xinqiao Zhao, Feilong Tang, Xiaoyang Wang, Jimin Xiao

CVPR 2024 Towards the Uncharted: Density-Descending Feature Perturbation for Semi-Supervised Semantic Segmentation Xiaoyang Wang, Huihui Bai, Limin Yu, Yao Zhao, Jimin Xiao

CVPR 2024 UFC-Net: Unrolling Fixed-Point Continuous Network for Deep Compressive Sensing Xiaoyang Wang, Hongping Gan

ICCV 2023 FastRecon: Few-Shot Industrial Anomaly Detection via Fast Feature Reconstruction Zheng Fang, Xiaoyang Wang, Haocheng Li, Jiejie Liu, Qiugui Hu, Jimin Xiao

CVPR 2023 Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic Segmentation Xiaoyang Wang, Bingfeng Zhang, Limin Yu, Jimin Xiao

IJCAI 2022 CARD: Semi-Supervised Semantic Segmentation via Class-Agnostic Relation Based Denoising Xiaoyang Wang, Jimin Xiao, Bingfeng Zhang, Limin Yu

AAAI 2022 Efficient Attribute (α, Β)-Core Detection in Large Bipartite Graphs (Student Abstract) Yanping Wu, Renjie Sun, Chen Chen, Xiaoyang Wang

CLeaR 2022 Identifying Coarse-Grained Independent Causal Mechanisms with Self-Supervision Xiaoyang Wang, Klara Nahrstedt, Oluwasanmi O Koyejo

UAI 2022 Meta-Learning Without Data via Wasserstein Distributionally-Robust Model Fusion Zhenyi Wang, Xiaoyang Wang, Li Shen, Qiuling Suo, Kaiqiang Song, Dong Yu, Yan Shen, Mingchen Gao

AAAI 2021 NaturalConv: A Chinese Dialogue Dataset Towards Multi-Turn Topic-Driven Conversation Xiaoyang Wang, Chen Li, Jianqiao Zhao, Dong Yu

IJCAI 2020 Risk Guarantee Prediction in Networked-Loans Dawei Cheng, Xiaoyang Wang, Ying Zhang, Liqing Zhang

IJCAI 2019 Pivotal Relationship Identification: The K-Truss Minimization Problem Weijie Zhu, Mengqi Zhang, Chen Chen, Xiaoyang Wang, Fan Zhang, Xuemin Lin

AAAI 2019 STA: Spatial-Temporal Attention for Large-Scale Video-Based Person Re-Identification Yang Fu, Xiaoyang Wang, Yunchao Wei, Thomas S. Huang

IJCAI 2018 Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels Shujian Yu, Xiaoyang Wang, José C. Príncipe

IJCAI 2016 Object Recognition with Hidden Attributes Xiaoyang Wang, Qiang Ji

CVPR 2015 Video Event Recognition with Deep Hierarchical Context Model Xiaoyang Wang, Qiang Ji

CVPR 2014 A Hierarchical Context Model for Event Recognition in Surveillance Video Xiaoyang Wang, Qiang Ji

ICCV 2013 A Unified Probabilistic Approach Modeling Relationships Between Attributes and Objects Xiaoyang Wang, Qiang Ji

CVPR 2011 A Large-Scale Benchmark Dataset for Event Recognition in Surveillance Video Sangmin Oh, Anthony Hoogs, A. G. Amitha Perera, Naresh P. Cuntoor, Chia-Chih Chen, Jong Taek Lee, Saurajit Mukherjee, J. K. Aggarwal, Hyungtae Lee, Larry S. Davis, Eran Swears, Xiaoyang Wang, Qiang Ji, Kishore K. Reddy, Mubarak Shah, Carl Vondrick, Hamed Pirsiavash, Deva Ramanan, Jenny Yuen, Antonio Torralba, Bi Song, Anesco Fong, Amit K. Roy-Chowdhury, Mita Desai