Xu, Xin

34 publications

ICLR 2025 Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Ziqi Pang, Xin Xu, Yu-Xiong Wang

ICLR 2025 Can LLMs Solve Longer Math Word Problems Better? Xin Xu, Tong Xiao, Zitong Chao, Zhenya Huang, Can Yang, Yang Wang

IJCAI 2025 Can We Verify Step by Step for Incorrect Answer Detection? Xin Xu, Shizhe Diao, Can Yang, Yang Wang

ICML 2025 Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-Shot Subset Selection Zhijing Wan, Zhixiang Wang, Zheng Wang, Xin Xu, Shin’Ichi Satoh

NeurIPS 2025 GPAS: Accelerating Convergence of LLM Pretraining via Gradient-Preserving Activation Scaling Tianhao Chen, Xin Xu, Zijing Liu, Pengxiang Li, Xinyuan Song, Ajay Kumar Jaiswal, Fan Zhang, Jishan Hu, Yang Wang, Hao Chen, Shizhe Diao, Shiwei Liu, Yu Li, Lu Yin, Can Yang

JMLR 2025 Multiple Instance Verification Xin Xu, Eibe Frank, Geoffrey Holmes

AAAI 2025 S3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners Yuchen Yan, Jin Jiang, Yang Liu, Yixin Cao, Xin Xu, Mengdi Zhang, Xunliang Cai, Jian Shao

ICLR 2025 Skill Expansion and Composition in Parameter Space Tenglong Liu, Jianxiong Li, Yinan Zheng, Haoyi Niu, Yixing Lan, Xin Xu, Xianyuan Zhan

AAAI 2025 The Parables of the Mustard Seed and the Yeast: Extremely Low-Budget, High-Performance Nighttime Semantic Segmentation Shiqin Wang, Xin Xu, Haoyang Chen, Kui Jiang, Zheng Wang

AAAI 2025 TokenMatcher: Diverse Tokens Matching for Unsupervised Visible-Infrared Person Re-Identification Xiao Wang, Lekai Liu, Bin Yang, Mang Ye, Zheng Wang, Xin Xu

ICLR 2025 UGMathBench: A Diverse and Dynamic Benchmark for Undergraduate-Level Mathematical Reasoning with Large Language Models Xin Xu, Jiaxin Zhang, Tianhao Chen, Zitong Chao, Jishan Hu, Can Yang

ICML 2025 UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models Xin Xu, Qiyun Xu, Tong Xiao, Tianhao Chen, Yuchen Yan, Jiaxin Zhang, Shizhe Diao, Can Yang, Yang Wang

ICML 2024 Adaptive Advantage-Guided Policy Regularization for Offline Reinforcement Learning Tenglong Liu, Yang Li, Yixing Lan, Hao Gao, Wei Pan, Xin Xu

ICLRW 2024 Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View Jintian Zhang, Xin Xu, Ningyu Zhang, Ruibo Liu, Bryan Hooi, Shumin Deng

AAAI 2024 FMRNet: Image Deraining via Frequency Mutual Revision Kui Jiang, Junjun Jiang, Xianming Liu, Xin Xu, Xianzheng Ma

CVPRW 2024 ImplicitTerrain: A Continuous Surface Model for Terrain Data Analysis Haoan Feng, Xin Xu, Leila De Floriani

TMLR 2024 In-Context Learning with Retrieved Demonstrations for Language Models: A Survey Man Luo, Xin Xu, Yue Liu, Panupong Pasupat, Mehran Kazemi

NeurIPS 2024 RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization Bing Yang, Changsheng Quan, Yabo Wang, Pengyu Wang, Yujie Yang, Ying Fang, Nian Shao, Hui Bu, Xin Xu, Xiaofei Li

AAAI 2024 TaskLAMA: Probing the Complex Task Understanding of Language Models Quan Yuan, Mehran Kazemi, Xin Xu, Isaac Noble, Vaiva Imbrasaite, Deepak Ramachandran

NeurIPS 2023 BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information Mehran Kazemi, Quan Yuan, Deepti Bhatia, Najoung Kim, Xin Xu, Vaiva Imbrasaite, Deepak Ramachandran

NeurIPSW 2023 Dr.ICL: Demonstration-Retrieved In-Context Learning Man Luo, Xin Xu, Zhuyun Dai, Panupong Pasupat, Mehran Kazemi, Chitta Baral, Vaiva Imbrasaite, Vincent Y Zhao

IJCAI 2023 From Generation to Suppression: Towards Effective Irregular Glow Removal for Nighttime Visibility Enhancement Wanyu Wu, Wei Wang, Zheng Wang, Kui Jiang, Xin Xu

ICCV 2023 MasQCLIP for Open-Vocabulary Universal Image Segmentation Xin Xu, Tianyi Xiong, Zheng Ding, Zhuowen Tu

CVPR 2023 Neural Koopman Pooling: Control-Inspired Temporal Dynamics Encoding for Skeleton-Based Action Recognition Xinghan Wang, Xin Xu, Yadong Mu

ICCV 2023 RSFNet: A White-Box Image Retouching Approach Using Region-Specific Color Filters Wenqi Ouyang, Yi Dong, Xiaoyang Kang, Peiran Ren, Xin Xu, Xuansong Xie

IJCAI 2022 HEA-D: A Hybrid Evolutionary Algorithm for Diversified Top-K Weight Clique Search Problem Jun Wu, Chu Min Li, Yupeng Zhou, Minghao Yin, Xin Xu, Dangdang Niu

ECCV 2022 Meta-GF: Training Dynamic-Depth Neural Networks Harmoniously Yi Sun, Jian Li, Xin Xu

NeurIPSW 2022 PCRL: Priority Convention Reinforcement Learning for Microscopically Sequencable Multi-Agent Problems Xing Zhou, Hao Gao, Xin Xu, Xinglong Zhang, Hongda Jia, Dongzi Wang

CVPR 2021 StablePose: Learning 6d Object Poses from Geometrically Stable Patches Yifei Shi, Junwen Huang, Xin Xu, Yifan Zhang, Kai Xu

AAAI 2020 Multi-View Deep Attention Network for Reinforcement Learning (Student Abstract) Yueyue Hu, Shiliang Sun, Xin Xu, Jing Zhao

CVPRW 2019 Salient Object Detection in Low Contrast Images via Global Convolution and Boundary Refinement Nan Mu, Xin Xu, Xiaolong Zhang

ECCVW 2018 Extended Non-Local Feature for Visual Saliency Detection in Low Contrast Images Xin Xu, Jie Wang

ICCVW 2017 Multimodal Gesture Recognition Based on the ResC3D Network Qiguang Miao, Yunan Li, Wanli Ouyang, Zhenxin Ma, Xin Xu, Weikang Shi, Xiaochun Cao

JAIR 2002 Efficient Reinforcement Learning Using Recursive Least-Squares Methods Xin Xu, Hangen He, Dewen Hu