Zhang, Xin

86 publications

ICML 2025 AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation Prashanth Vijayaraghavan, Luyao Shi, Ehsan Degan, Vandana Mukherjee, Xin Zhang

IJCAI 2025 ActiveHAI: Active Collection Based Human-AI Diagnosis with Limited Expert Predictions Xuehan Zhao, Jiaqi Liu, Xin Zhang, Zhiwen Yu, Bin Guo

MLJ 2025 Adaptive Transformer Modelling of Density Function for Nonparametric Survival Analysis Xin Zhang, Deval Mehta, Yanan Hu, Chao Zhu, David Darby, Zhen Yu, Daniel Merlo, Melissa Gresle, Anneke van der Walt, Helmut Butzkueven, Zongyuan Ge

NeurIPS 2025 BIPNN: Learning to Solve Binary Integer Programming via Hypergraph Neural Networks Sen Bai, Chunqi Yang, Xin Bai, Xin Zhang, Zhengang Jiang

NeurIPS 2025 Beyond Modality Collapse: Representation Blending for Multimodal Dataset Distillation Xin Zhang, Ziruo Zhang, Jiawei Du, Zuozhu Liu, Joey Tianyi Zhou

ICLR 2025 Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator Xin Zhang, Jiawei Du, Ping Liu, Joey Tianyi Zhou

CVPR 2025 Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models Xin Zhang, Yanzhao Zhang, Wen Xie, Mingxin Li, Ziqi Dai, Dingkun Long, Pengjun Xie, Meishan Zhang, Wenjie Li, Min Zhang

AAAI 2025 CoT4Rec: Revealing User Preferences Through Chain of Thought for Recommender Systems Weiqi Yue, Yuyu Yin, Xin Zhang, Binbin Shi, Tingting Liang, Jian Wan

ICCV 2025 DISTA-Net: Dynamic Closely-Spaced Infrared Small Target Unmixing Shengdong Han, Shangdong Yang, Yuxuan Li, Xin Zhang, Xiang Li, Jian Yang, Ming-Ming Cheng, Yimian Dai

ICCV 2025 Drawing Developmental Trajectory from Cortical Surface Reconstruction Wenxuan Wu, Ruowen Qu, Zhongliang Liu, Zhuoyan Dai, Dongzi Shi, Sijin Yu, Tong Xiong, Shiping Liu, Xiangmin Xu, Xiaofen Xing, Xin Zhang

IJCAI 2025 EAVIT: Efficient and Accurate Human Value Identification from Text Data via LLMs Wenhao Zhu, Yuhang Xie, Guojie Song, Xin Zhang

AAAI 2025 ERF: A Benchmark Dataset for Robust Semantic Segmentation Under Extreme Rainfall Conditions Xin Yang, Xin Zhang, Xinchao Wang

NeurIPS 2025 EVOREFUSE: Evolutionary Prompt Optimization for Evaluation and Mitigation of LLM Over-Refusal to Pseudo-Malicious Instructions Xiaorui Wu, Fei Li, Xiaofeng Mao, Xin Zhang, Li Zheng, Yuxiang Peng, Chong Teng, Donghong Ji, Zhuang Li

AAAI 2025 Enhancing Large Language Model Performance with Gradient-Based Parameter Selection Haoling Li, Xin Zhang, Xiao Liu, Yeyun Gong, Yifan Wang, Qi Chen, Peng Cheng

ICML 2025 EpiCoder: Encompassing Diversity and Complexity in Code Generation Yaoxiang Wang, Haoling Li, Xin Zhang, Jie Wu, Xiao Liu, Wenxiang Hu, Zhongxin Guo, Yangyu Huang, Ying Xin, Yujiu Yang, Jinsong Su, Qi Chen, Scarlett Li

ICML 2025 Heterogeneous Sufficient Dimension Reduction and Subspace Clustering Lei Yan, Xin Zhang, Qing Mai

CVPR 2025 JTD-UAV: MLLM-Enhanced Joint Tracking and Description Framework for Anti-UAV Systems Yifan Wang, Jian Zhao, Zhaoxin Fan, Xin Zhang, Xuecheng Wu, Yudian Zhang, Lei Jin, Xinyue Li, Gang Wang, Mengxi Jia, Ping Hu, Zheng Zhu, Xuelong Li

ICML 2025 LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation Chen-Chia Chang, Wan-Hsuan Lin, Yikang Shen, Yiran Chen, Xin Zhang

ICCV 2025 MIEB: Massive Image Embedding Benchmark Chenghao Xiao, Isaac Chung, Imene Kerboua, Jamie Stirling, Xin Zhang, Márton Kardos, Roman Solomatin, Noura Al Moubayed, Kenneth Enevoldsen, Niklas Muennighoff

CVPR 2025 Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation Xin Zhang, Robby T. Tan

AAAI 2025 Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models Haoran Ye, Yuhang Xie, Yuanyi Ren, Hanjun Fang, Xin Zhang, Guojie Song

ICCV 2025 Moderating the Generalization of Score-Based Generative Model Wan Jiang, He Wang, Xin Zhang, Dan Guo, Zhaoxin Fan, Yunfeng Diao, Richang Hong

ICCV 2025 Neural Shell Texture Splatting: More Details and Fewer Primitives Xin Zhang, Anpei Chen, Jincheng Xiong, Pinxuan Dai, Yujun Shen, Weiwei Xu

AAAI 2025 PointTalk: Audio-Driven Dynamic Lip Point Cloud for 3D Gaussian-Based Talking Head Synthesis Yifan Xie, Tao Feng, Xin Zhang, Xiangyang Luo, Zixuan Guo, Weijiang Yu, Heng Chang, Fei Ma, Fei Richard Yu

NeurIPS 2025 R$^2$ec: Towards Large Recommender Models with Reasoning Runyang You, Yongqi Li, Xinyu Lin, Xin Zhang, Wenjie Wang, Wenjie Li, Liqiang Nie

CVPR 2025 RSAR: Restricted State Angle Resolver and Rotated SAR Benchmark Xin Zhang, Xue Yang, Yuxuan Li, Jian Yang, Ming-Ming Cheng, Xiang Li

AAAI 2025 ReX: A Framework for Incorporating Temporal Information in Model-Agnostic Local Explanation Techniques Junhao Liu, Xin Zhang

NeurIPS 2025 RoboScape: Physics-Informed Embodied World Model Yu Shang, Xin Zhang, Yinzhou Tang, Lei Jin, Chen Gao, Wei Wu, Yong Li

CVPR 2025 SEEN-DA: SEmantic ENtropy Guided Domain-Aware Attention for Domain Adaptive Object Detection Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Xinkai Song, Shaohui Peng, Yongwei Zhao, Chen Zhao, Yanjun Wu, Ling Li

NeurIPS 2025 SSRB: Direct Natural Language Querying to Massive Heterogeneous Semi-Structured Data Xin Zhang, Mingxin Li, Yanzhao Zhang, Dingkun Long, Yongqi Li, Yinghui Li, Pengjun Xie, Meishan Zhang, Wenjie Li, Min Zhang, Philip S. Yu

NeurIPS 2025 Satellites Reveal Mobility: A Commuting Origin-Destination Flow Generator for Global Cities Can Rong, Xin Zhang, Yanxin Xi, Hongjie Sui, Jingtao Ding, Yong Li

AAAI 2025 Zero-Shot Learning for Materials Science Texts: Leveraging Duck Typing Principles Xin Zhang, Peiliang Zhang, Jingling Yuan, Lin Li

TMLR 2024 A Multilinear Least-Squares Formulation for Sparse Tensor Canonical Correlation Analysis Jun Yu, Zhaoming Kong, Kun Chen, Xin Zhang, Yong Chen, Lifang He

NeurIPS 2024 AutoSurvey: Large Language Models Can Automatically Write Surveys Yidong Wang, Qi Guo, Wenjin Yao, Hongbo Zhang, Xin Zhang, Zhen Wu, Meishan Zhang, Xinyu Dai, Min Zhang, Qingsong Wen, Wei Ye, Shikun Zhang, Yue Zhang

ECCV 2024 Cascade Prompt Learning for Visual-Language Model Adaptation Ge Wu, Xin Zhang, Zheng Li, Zhaowei Chen, Jiajun Liang, Jian Yang, Xiang Li

NeurIPS 2024 DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection Haochen Li, Rui Zhang, Hantao Yao, Xin Zhang, Yifan Hao, Xinkai Song, Xiaqing Li, Yongwei Zhao, Ling Li, Yunji Chen

NeurIPS 2024 Diversity-Driven Synthesis: Enhancing Dataset Distillation Through Directed Weight Adjustment Jiawei Du, Xin Zhang, Juncheng Hu, Wenxing Huang, Joey Tianyi Zhou

NeurIPSW 2024 Enhancing Reasoning to Adapt Large Language Models for Domain-Specific Applications Bo Wen, Xin Zhang

AAAI 2024 HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping Xin Zhang, Jinheng Xie, Yuan Yuan, Michael Bi Mi, Robby T. Tan

ICML 2024 LaMAGIC: Language-Model-Based Topology Generation for Analog Integrated Circuits Chen-Chia Chang, Yikang Shen, Shaoze Fan, Jing Li, Shun Zhang, Ningyuan Cao, Yiran Chen, Xin Zhang

NeurIPS 2024 Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning Minghui Chen, Meirui Jiang, Xin Zhang, Qi Dou, Zehua Wang, Xiaoxiao Li

IJCAI 2024 Long-Term Detection and Monitory of Chinese Urban Village Using Satellite Imagery Yuming Lin, Xin Zhang, Yu Liu, Zhenyu Han, Qingmin Liao, Yong Li

JMLR 2024 Multi-Response Linear Discriminant Analysis in High Dimensions Kai Deng, Xin Zhang, Aaron J. Molstad

ICML 2024 Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors Chun-Yin Huang, Kartik Srinivas, Xin Zhang, Xiaoxiao Li

ICLR 2024 PILOT: An $\mathcal{O}(1/K)$-Convergent Approach for Policy Evaluation with Nonlinear Function Approximation Zhuqing Liu, Xin Zhang, Jia Liu, Zhengyuan Zhu, Songtao Lu

CVPR 2024 PromptKD: Unsupervised Prompt Distillation for Vision-Language Models Zheng Li, Xiang Li, Xinyi Fu, Xin Zhang, Weiqiang Wang, Shuo Chen, Jian Yang

ICLR 2024 ReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target Shift Hwanwoo Kim, Xin Zhang, Jiwei Zhao, Qinglong Tian

CVPR 2024 Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning Xin Zhang, Jiawei Du, Yunsong Li, Weiying Xie, Joey Tianyi Zhou

NeurIPS 2024 SpeechAlign: Aligning Speech Generation to Human Preferences Dong Zhang, Zhaowei Li, Shimin Li, Xin Zhang, Pengyu Wang, Yaqian Zhou, Xipeng Qiu

ICLR 2024 SpeechTokenizer: Unified Speech Tokenizer for Speech Language Models Xin Zhang, Dong Zhang, Shimin Li, Yaqian Zhou, Xipeng Qiu

JMLR 2024 Statistical Analysis for a Penalized EM Algorithm in High-Dimensional Mixture Linear Regression Model Ning Wang, Xin Zhang, Qing Mai

AAAI 2024 UV-SAM: Adapting Segment Anything Model for Urban Village Identification Xin Zhang, Yu Liu, Yuming Lin, Qingmin Liao, Yong Li

JMLR 2023 A PDE Approach for Regret Bounds Under Partial Monitoring Erhan Bayraktar, Ibrahim Ekren, Xin Zhang

ICML 2023 ELSA: Efficient Label Shift Adaptation Through the Lens of Semiparametric Models Qinglong Tian, Xin Zhang, Jiwei Zhao

WACV 2023 Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution Guojun Wu, Xin Zhang, Ziming Zhang, Yanhua Li, Xun Zhou, Christopher Brinton, Zhenming Liu

ICCV 2023 Ordinal Label Distribution Learning Changsong Wen, Xin Zhang, Xingxu Yao, Jufeng Yang

ICML 2023 Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning Zhuqing Liu, Xin Zhang, Prashant Khanduri, Songtao Lu, Jia Liu

ICML 2022 Anarchic Federated Learning Haibo Yang, Xin Zhang, Prashant Khanduri, Jia Liu

ECCV 2022 Out-of-Distribution Detection with Boundary Aware Learning Sen Pei, Xin Zhang, Bin Fan, Gaofeng Meng

ECCVW 2022 PLMCL: Partial-Label Momentum Curriculum Learning for Multi-Label Image Classification Rabab Abdelfattah, Xin Zhang, Zhenyao Wu, Xinyi Wu, Xiaofeng Wang, Song Wang

NeurIPS 2022 SAGDA: Achieving $\mathcal{O}(\epsilon^{-2})$ Communication Complexity in Federated Min-Max Learning Haibo Yang, Zhuqing Liu, Xin Zhang, Jia Liu

NeurIPSW 2022 Stutter-TTS: Controlled Synthesis and Improved Recognition of Stuttered Speech Xin Zhang, Ivan Valles, Andreas Stolcke, Chengzhu Yu, Jasha Droppo, Olabanji Shonibare, Roberto Barra-Chicote, Venkatesh Ravichandran

ECCVW 2022 Towards Interpreting Computer Vision Based on Transformation Invariant Optimization Chen Li, Jinzhe Jiang, Xin Zhang, Tonghuan Zhang, Yaqian Zhao, Dongdong Jiang, Rengang Li

ICML 2021 A Language for Counterfactual Generative Models Zenna Tavares, James Koppel, Xin Zhang, Ria Das, Armando Solar-Lezama

JMLR 2021 Prediction Against a Limited Adversary Erhan Bayraktar, Ibrahim Ekren, Xin Zhang

NeurIPS 2021 Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement Learning Xin Zhang, Zhuqing Liu, Jia Liu, Zhengyuan Zhu, Songtao Lu

ECCVW 2020 A Deep Learning Filter for Visual Drone Single Object Tracking Xin Zhang, Licheng Jiao, Xu Liu, Xiaotong Li, Wenhua Zhang, Hao Zhu, Jie Zhang

NeurIPS 2020 F-GAIL: Learning F-Divergence for Generative Adversarial Imitation Learning Xin Zhang, Yanhua Li, Ziming Zhang, Zhi-Li Zhang

JMLR 2020 The Maximum Separation Subspace in Sufficient Dimension Reduction with Categorical Response Xin Zhang, Qing Mai, Hui Zou

AAAI 2019 Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module Chenyang Li, Xin Zhang, Lufan Liao, Lianwen Jin, Weixin Yang

ICCVW 2019 VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results Dawei Du, Yue Zhang, Zexin Wang, Zhikang Wang, Zichen Song, Ziming Liu, Liefeng Bo, Hailin Shi, Rui Zhu, Aashish Kumar, Aijin Li, Almaz Zinollayev, Anuar Askergaliyev, Arne Schumann, Binjie Mao, Pengfei Zhu, Byeongwon Lee, Chang Liu, Changrui Chen, Chunhong Pan, Chunlei Huo, Da Yu, Dechun Cong, Dening Zeng, Dheeraj Reddy Pailla, Di Li, Longyin Wen, Dong Wang, Donghyeon Cho, Dongyu Zhang, Furui Bai, George Jose, Guangyu Gao, Guizhong Liu, Haitao Xiong, Hao Qi, Haoran Wang, Xiao Bian, Heqian Qiu, Hongliang Li, Huchuan Lu, Ildoo Kim, Jaekyum Kim, Jane Shen, Jihoon Lee, Jing Ge, Jingjing Xu, Jingkai Zhou, Haibin Ling, Jonas Meier, Jun Won Choi, Junhao Hu, Junyi Zhang, Junying Huang, Kaiqi Huang, Keyang Wang, Lars Sommer, Lei Jin, Lei Zhang, Qinghua Hu, Lianghua Huang, Lin Sun, Lucas Steinmann, Meixia Jia, Nuo Xu, Pengyi Zhang, Qiang Chen, Qingxuan Lv, Qiong Liu, Qishang Cheng, Tao Peng, Sai Saketh Chennamsetty, Shuhao Chen, Shuo Wei, Srinivas S. S. Kruthiventi, Sungeun Hong, Sungil Kang, Tong Wu, Tuo Feng, Varghese Alex Kollerathu, Wanqi Li, Jiayu Zheng, Wei Dai, Weida Qin, Weiyang Wang, Xiaorui Wang, Xiaoyu Chen, Xin Chen, Xin Sun, Xin Zhang, Xin Zhao, Xindi Zhang, Xinyao Wang, Xinyu Zhang, Xuankun Chen, Xudong Wei, Xuzhang Zhang, Yanchao Li, Yifu Chen, Yu Heng Toh, Yu Zhang, Yu Zhu, Yunxin Zhong

ICCVW 2019 VisDrone-SOT2019: The Vision Meets Drone Single Object Tracking Challenge Results Dawei Du, Yue Zhang, Liefeng Bo, Hailin Shi, Rui Zhu, Bo Han, Chunhui Zhang, Guizhong Liu, Han Wu, Hao Wen, Haoran Wang, Pengfei Zhu, Jiaqing Fan, Jie Chen, Jie Gao, Jie Zhang, Jinghao Zhou, Jinliu Zhou, Jinwang Wang, Jiuqing Wan, Josef Kittler, Kaihua Zhang, Longyin Wen, Kaiqi Huang, Kang Yang, Kangkai Zhang, Lianghua Huang, Lijun Zhou, Lingling Shi, Lu Ding, Ning Wang, Peng Wang, Qintao Hu, Xiao Bian, Robert Laganière, Ruiyan Ma, Ruohan Zhang, Shanrong Zou, Shengwei Zhao, Shengyang Li, Shengyin Zhu, Shikun Li, Shiming Ge, Shiyu Xuan, Haibin Ling, Tianyang Xu, Ting He, Wei Shi, Wei Song, Weiming Hu, Wenhua Zhang, Wenjun Zhu, Xi Yu, Xianhai Wang, Xiaojun Wu, Qinghua Hu, Xiaotong Li, Xiaoxue Li, Xiaoyue Yin, Xin Zhang, Xin Zhao, Xizhe Xue, Xu Lei, Xueyuan Yang, Yanjie Gao, Yanyun Zhao, Jiayu Zheng, Yinda Xu, Ying Li, Yong Wang, Yong Yang, Yuting Yang, Yuxuan Li, Zeyu Wang, Zhenhua Feng, Zhipeng Zhang, Zhiyong Yu, Tao Peng, Zhizhao Duan, Zhuojin Sun, Xinyao Wang

NeurIPS 2018 Interpreting Neural Network Judgments via Minimal, Stable, and Symbolic Corrections Xin Zhang, Armando Solar-Lezama, Rishabh Singh

ECCVW 2018 VisDrone-SOT2018: The Vision Meets Drone Single-Object Tracking Challenge Results Longyin Wen, Pengfei Zhu, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Chenfeng Liu, Hao Cheng, Xiaoyu Liu, Wenya Ma, Qinqin Nie, Haotian Wu, Lianjie Wang, Asanka G. Perera, Baochang Zhang, Byeongho Heo, Chunlei Liu, Dongdong Li, Emmanouil Michail, Hanlin Chen, Hao Liu, Haojie Li, Ioannis Kompatsiaris, Jian Cheng, Jiaqing Fan, Jie Zhang, Jin Young Choi, Jing Li, Jinyu Yang, Jongwon Choi, Juanping Zhao, Jungong Han, Kaihua Zhang, Kaiwen Duan, Ke Song, Konstantinos Avgerinakis, Kyuewang Lee, Lu Ding, Martin Lauer, Panagiotis Giannakeris, Peizhen Zhang, Qiang Wang, Qianqian Xu, Qingming Huang, Qingshan Liu, Robert Laganière, Ruixin Zhang, Sangdoo Yun, Shengyin Zhu, Sihang Wu, Stefanos Vrochidis, Wei Tian, Wei Zhang, Weidong Chen, Weiming Hu, Wenhao Wang, Wenhua Zhang, Wenrui Ding, Xiaohao He, Xiaotong Li, Xin Zhang, Xinbin Luo, Xixi Hu, Yang Meng, Yangliu Kuai, Yanyun Zhao, Yaxuan Li, Yifan Yang, Yifan Zhang, Yong Wang, Yuankai Qi, Zhipeng Deng, Zhiqun He

ICCVW 2017 LPSNet: A Novel Log Path Signature Feature Based Hand Gesture Recognition Framework Chenyang Li, Xin Zhang, Lianwen Jin

ICCVW 2017 Rotation Invariant Local Binary Convolution Neural Networks Xin Zhang, Li Liu, Yuxiang Xie, Jie Chen, Lingda Wu, Matti Pietikäinen

ICCVW 2017 YOLSE: Egocentric Fingertip Detection from Single RGB Images Wenbin Wu, Chenyang Li, Zhuo Cheng, Xin Zhang, Lianwen Jin

CVPRW 2016 A Pointing Gesture Based Egocentric Interaction System: Dataset, Approach and Application Yichao Huang, Xiaorui Liu, Xin Zhang, Lianwen Jin

AAAI 2016 Scaling Relational Inference Using Proofs and Refutations Ravi Mangal, Xin Zhang, Aditya Kamath, Aditya V. Nori, Mayur Naik

AAAI 2016 Spatially Regularized Streaming Sensor Selection Changsheng Li, Fan Wei, Weishan Dong, Xiangfeng Wang, Junchi Yan, Xiaobin Zhu, Qingshan Liu, Xin Zhang

WACV 2015 Visual Object Clustering via Mixed-Norm Regularization Xin Zhang, Duc-Son Pham, Dinh Q. Phung, Wanquan Liu, Budhaditya Saha, Svetha Venkatesh

CVPR 2012 Non-Negative Low Rank and Sparse Graph for Semi-Supervised Learning Liansheng Zhuang, Haoyuan Gao, Zhouchen Lin, Yi Ma, Xin Zhang, Nenghai Yu

CVPRW 2011 Joint Gait-Pose Manifold for Video-Based Human Motion Estimation Xin Zhang, Guoliang Fan

CVPRW 2011 Joint Target Tracking and Recognition Using View and Identity Manifolds Vijay Venkataraman, Guoliang Fan, Liangjiang Yu, Xin Zhang, Weiguang Liu, Joseph P. Havlicek

ICCVW 2009 Two-Layer Generative Models for Estimating Unknown Gait Kinematics Xin Zhang, Guoliang Fan, Li-Shan Chou

AAAI 2004 Regression with Respect to Sensing Actions and Partial States Le-Chi Tuan, Chitta Baral, Xin Zhang, Tran Cao Son