Wang, Xiangyu

24 publications

ICLR 2026 Can Language Models Discover Scaling Laws? Haowei Lin, Haotian Ye, Wenzheng Feng, Quzhe Huang, Yujun Li, Hubert Lim, Zhengrui Li, Xiangyu Wang, Jianzhu Ma, Yitao Liang, James Zou

ICLR 2026 Structure Learning from Time-Series Data with Lag-Agnostic Structural Prior Taiyu Ban, Changxin Rong, Xiangyu Wang, Lyuzhou Chen, Yanze Gao, Xin Wang, Huanhuan Chen

AISTATS 2025 Continuous Structure Constraint Integration for Robust Causal Discovery Lyuzhou Chen, Taiyu Ban, Derui Lyu, Yijia Sun, Kangtao Hu, Xiangyu Wang, Huanhuan Chen

ICML 2025 Differentiable Structure Learning with Ancestral Constraints Taiyu Ban, Changxin Rong, Xiangyu Wang, Lyuzhou Chen, Xin Wang, Derui Lyu, Qinrui Zhu, Huanhuan Chen

IJCAI 2025 Expanding the Category of Classifiers with LLM Supervision Derui Lyu, Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Xiren Zhou, Huanhuan Chen

IJCAI 2025 Fault Diagnosis in REDNet Model Space Xiren Zhou, Ziyu Tang, Shikang Liu, Ao Chen, Xiangyu Wang, Huanhuan Chen

NeurIPS 2025 Pattern-Guided Adaptive Prior for Structure Learning Lyuzhou Chen, Yijia Sun, Yanze Gao, Xiangyu Wang, Derui Lyu, Taiyu Ban, Xin Wang, Xiren Zhou, Huanhuan Chen

ICLR 2025 Towards Realistic UAV Vision-Language Navigation: Platform, Benchmark, and Methodology Xiangyu Wang, Donglin Yang, Ziqin Wang, Hohin Kwan, Jinyu Chen, Wenjun Wu, Hongsheng Li, Yue Liao, Si Liu

NeurIPS 2025 UAV-Flow Colosseo: A Real-World Benchmark for Flying-on-a-Word UAV Imitation Learning Xiangyu Wang, Donglin Yang, Yue Liao, Wenhao Zheng, Wenjun Wu, Bin Dai, Hongsheng Li, Si Liu

IJCAI 2025 Underground Diagnosis in 3D GPR Data by Learning in CuCoRes Model Space Xiren Zhou, Shikang Liu, Xinyu Yan, Xiangyu Wang, Huanhuan Chen

ICML 2024 Confidence-Aware Contrastive Learning for Selective Classification Yu-Chang Wu, Shen-Huan Lyu, Haopu Shang, Xiangyu Wang, Chao Qian

ACML 2024 Constructing a Knowledge-Guided Mental Health Chatbot with LLMs Xi Fan, Lishan Yang, Xiangyu Wang, Derui Lyu, Huanhuan Chen

NeurIPS 2024 Differentiable Structure Learning with Partial Orders Taiyu Ban, Lyuzhou Chen, Xiangyu Wang, Xin Wang, Derui Lyu, Huanhuan Chen

ICCV 2023 Seal-3D: Interactive Pixel-Level Editing for Neural Radiance Fields Xiangyu Wang, Jingsen Zhu, Qi Ye, Yuchi Huo, Yunlong Ran, Zhihua Zhong, Jiming Chen

JMLR 2018 A Direct Approach for Sparse Quadratic Discriminant Analysis Binyan Jiang, Xiangyu Wang, Chenlei Leng

AAAI 2018 Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework Risheng Liu, Xin Fan, Shichao Cheng, Xiangyu Wang, Zhongxuan Luo

NeurIPS 2016 DECOrrelated Feature Space Partitioning for Distributed Sparse Regression Xiangyu Wang, David B Dunson, Chenlei Leng

ICML 2016 No Penalty No Tears: Least Squares in High-Dimensional Linear Models Xiangyu Wang, David Dunson, Chenlei Leng

NeurIPS 2016 Towards Unifying Hamiltonian Monte Carlo and Slice Sampling Yizhe Zhang, Xiangyu Wang, Changyou Chen, Ricardo Henao, Kai Fan, Lawrence Carin

AAAI 2015 Clustering-Based Collaborative Filtering for Link Prediction Xiangyu Wang, Dayu He, Danyang Chen, Jinhui Xu

NeurIPS 2015 On the Consistency Theory of High Dimensional Variable Screening Xiangyu Wang, Chenlei Leng, David B Dunson

NeurIPS 2015 Parallelizing MCMC with Random Partition Trees Xiangyu Wang, Fangjian Guo, Katherine A. Heller, David B Dunson

CVPR 2015 Protecting Against Screenshots: An Image Processing Approach Alex Yong-Sang Chia, Udana Bandara, Xiangyu Wang, Hiromi Hirano

NeurIPS 2014 Median Selection Subset Aggregation for Parallel Inference Xiangyu Wang, Peichao Peng, David B Dunson