Yang, Xinyu

41 publications

ICLR 2026 CLUE: Conflict-Guided Localization for LLM Unlearning Framework Hang Chen, Jiaying Zhu, Xinyu Yang, Wenya Wang

ICLR 2026 ST-HHOL: Spatio-Temporal Hierarchical Hypergraph Online Learning for Crime Prediction Keqing Du, Yufan Kang, Xinyu Yang, Wei Shao

ICLR 2026 Web-CogReasoner: Towards Multimodal Knowledge-Induced Cognitive Reasoning for Web Agents Yuhan Guo, Guocong, Aiwen Sun, Hongliang He, Xinyu Yang, Yue Lu, Yingji Zhang, Xuntao Guo, Dong Zhang, Jianzhuang Liu, Jiang Duan, Yijia Xiao, Liangjian Wen, Haiming Xu, Yong Dai

ICLR 2025 APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding Xinyu Yang, Tianqi Chen, Beidi Chen

AAAI 2025 Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales Xinyu Yang, Yu Sun, Xinyang Chen, Ying Zhang, Xiaojie Yuan

MLJ 2025 Learning De-Biased Environment Models for Delivery Incentive Policy Optimization on Food Delivery Platforms Yu-Ren Liu, Xiong-Hui Chen, Siyuan Xiao, Xinyu Yang, Xintong Qi, Linjun Zhou, Yang Yu, Fangsheng Huang

NeurIPS 2025 Multiverse: Your Language Models Secretly Decide How to Parallelize and Merge Generation Xinyu Yang, Yuwei An, Hongyi Liu, Tianqi Chen, Beidi Chen

TMLR 2025 Reliable and Responsible Foundation Models Xinyu Yang, Junlin Han, Rishi Bommasani, Jinqi Luo, Wenjie Qu, Wangchunshu Zhou, Adel Bibi, Xiyao Wang, Jaehong Yoon, Elias Stengel-Eskin, Shengbang Tong, Lingfeng Shen, Rafael Rafailov, Runjia Li, Zhaoyang Wang, Yiyang Zhou, Chenhang Cui, Yu Wang, Wenhao Zheng, Huichi Zhou, Jindong Gu, Zhaorun Chen, Peng Xia, Tony Lee, Thomas P Zollo, Vikash Sehwag, Jixuan Leng, Jiuhai Chen, Yuxin Wen, Huan Zhang, Zhun Deng, Linjun Zhang, Pavel Izmailov, Pang Wei Koh, Yulia Tsvetkov, Andrew Gordon Wilson, Jiaheng Zhang, James Zou, Cihang Xie, Hao Wang, Philip Torr, Julian McAuley, David Alvarez-Melis, Florian Tramèr, Kaidi Xu, Suman Jana, Chris Callison-Burch, Rene Vidal, Filippos Kokkinos, Mohit Bansal, Beidi Chen, Huaxiu Yao

NeurIPS 2025 Rethinking Circuit Completeness in Language Models: AND, or, and ADDER Gates Hang Chen, Jiaying Zhu, Xinyu Yang, Wenya Wang

IJCAI 2025 SepALM: Audio Language Models Are Error Correctors for Robust Speech Separation Zhaoxi Mu, Xinyu Yang, Gang Wang

NeurIPS 2025 Tracking and Understanding Object Transformations Yihong Sun, Xinyu Yang, Jennifer J. Sun, Bharath Hariharan

ICLR 2025 Zeroth-Order Fine-Tuning of LLMs with Transferable Static Sparsity Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu

NeurIPSW 2024 APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding Xinyu Yang, Tianqi Chen, Beidi Chen

NeurIPS 2024 Frequency-Aware Generative Models for Multivariate Time Series Imputation Xinyu Yang, Yu Sun, Xiaojie Yuan, Xinyang Chen

ICML 2024 Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference Harry Dong, Xinyu Yang, Zhenyu Zhang, Zhangyang Wang, Yuejie Chi, Beidi Chen

NeurIPS 2024 IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization Xiaochen Ma, Xuekang Zhu, Lei Su, Bo Du, Zhuohang Jiang, Bingkui Tong, Zeyu Lei, Xinyu Yang, Chi-Man Pun, Jiancheng Lv, Jizhe Zhou

ICLR 2024 Improving Domain Generalization with Domain Relations Huaxiu Yao, Xinyu Yang, Xinyi Pan, Shengchao Liu, Pang Wei Koh, Chelsea Finn

ICMLW 2024 It Takes Two: On the Seamlessness Between Reward and Policy Model in RLHF TaiMing Lu, Lingfeng Shen, Xinyu Yang, Weiting Tan, Beidi Chen, Huaxiu Yao

ICLRW 2024 Memorization and Privacy Risks in Domain-Specific Large Language Models Xinyu Yang, Zichen Wen, Wenjie Qu, Zhaorun Chen, Zhiying Xiang, Beidi Chen, Huaxiu Yao

AAAI 2024 MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion Shulei Ji, Xinyu Yang

ICLR 2024 Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on HuggingFace Xinyu Yang, Weixin Liang, James Zou

NeurIPS 2024 S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-Tuning by Structured Sparsity Xinyu Yang, Jixuan Leng, Geyang Guo, Jiawei Zhao, Ryumei Nakada, Linjun Zhang, Huaxiu Yao, Beidi Chen

AAAI 2024 Self-Supervised Disentangled Representation Learning for Robust Target Speech Extraction Zhaoxi Mu, Xinyu Yang, Sining Sun, Qing Yang

IJCAI 2024 Separate in the Speech Chain: Cross-Modal Conditional Audio-Visual Target Speech Extraction Zhaoxi Mu, Xinyu Yang

ECCV 2024 Weakly Supervised Co-Training with Swapping Assignments for Semantic Segmentation Xinyu Yang, Hossein Rahmani, Dame S Black, Bryan M Williams

ICMLW 2024 Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu

ICMLW 2024 Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu

ICML 2023 Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations Weixin Liang, Yining Mao, Yongchan Kwon, Xinyu Yang, James Zou

CVPR 2023 FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer Zhijian Liu, Xinyu Yang, Haotian Tang, Shang Yang, Song Han

TMLR 2023 Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations Xinyu Yang, Huaxiu Yao, Allan Zhou, Chelsea Finn

NeurIPSW 2023 Navigating Dataset Documentation in ML: A Large-Scale Analysis of Dataset Cards on Hugging Face Xinyu Yang, Weixin Liang, James Zou

JAIR 2023 Stackelberg Security Games with Contagious Attacks on a Network: Reallocation to the Rescue Rufan Bai, Haoxing Lin, Xinyu Yang, Xiaowei Wu, Minming Li, Weijia Jia

ICMLW 2022 MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts Weixin Liang, Xinyu Yang, James Y. Zou

IJCAI 2022 Mixed Strategies for Security Games with General Defending Requirements Rufan Bai, Haoxing Lin, Xinyu Yang, Xiaowei Wu, Minming Li, Weijia Jia

NeurIPSW 2022 Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations Huaxiu Yao, Xinyu Yang, Allan Zhou, Chelsea Finn

ICMLW 2022 On the Nonlinear Correlation of ML Performance Across Data Subpopulations Weixin Liang, Yining Mao, Yongchan Kwon, Xinyu Yang, James Zou

NeurIPSW 2022 Protein Language Model Predicts Mutation Pathogenicity and Clinical Prognosis Xiangling Liu, Xinyu Yang, Linkun Ouyang, Guibing Guo, Jin Su, Ruibin Xi, Ke Yuan, Fajie Yuan

NeurIPSW 2022 Relational Out-of-Distribution Generalization Xinyu Yang, Xinyi Pan, Shengchao Liu, Huaxiu Yao

AAAI 2021 Defending Against Contagious Attacks on a Network with Resource Reallocation Rufan Bai, Haoxing Lin, Xinyu Yang, Xiaowei Wu, Minming Li, Weijia Jia

ICCVW 2019 Great Ape Detection in Challenging Jungle Camera Trap Footage via Attention-Based Spatial and Temporal Feature Blending Xinyu Yang, Majid Mirmehdi, Tilo Burghardt

IJCAI 2019 On Privacy Protection of Latent Dirichlet Allocation Model Training Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang