Xu, Bo

66 publications

NeurIPS 2025 4D3R: Motion-Aware Neural Reconstruction and Rendering of Dynamic Scenes from Monocular Videos Mengqi Guo, Bo Xu, Yanyan Li, Gim Hee Lee

ICML 2025 CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries Ni Mu, Hao Hu, Xiao Hu, Yiqin Yang, Bo Xu, Qing-Shan Jia

IJCAI 2025 Consistency-Aware Padding for Incomplete Multi-Modal Alignment Clustering Based on Self-Repellent Greedy Anchor Search Shubin Ma, Liang Zhao, Mingdong Lu, Yifan Guo, Bo Xu

NeurIPS 2025 DAIL: Beyond Task Ambiguity for Language-Conditioned Reinforcement Learning Runpeng Xie, Quanwei Wang, Hao Hu, Zherui Zhou, Ni Mu, Xiyun Li, Yiqin Yang, Shuang Xu, Qianchuan Zhao, Bo Xu

IJCAI 2025 Dual Robust Unbiased Multi-View Clustering for Incomplete and Unpaired Information Liang Zhao, Ziyue Wang, Chuanye He, Qingchen Zhang, Bo Xu

IJCAI 2025 EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos Bo Xu, Quanhao Zhu, Qingchen Zhang, Mengmeng Wang, Liang Zhao, Hongfei Lin, Jing Ren, Feng Xia

AAAI 2025 Efficient 3D Recognition with Event-Driven Spike Sparse Convolution Xuerui Qiu, Man Yao, Jieyuan Zhang, Yuhong Chou, Ning Qiao, Shibo Zhou, Bo Xu, Guoqi Li

ICLR 2025 Episodic Novelty Through Temporal Distance Yuhua Jiang, Qihan Liu, Yiqin Yang, Xiaoteng Ma, Dianyu Zhong, Hao Hu, Jun Yang, Bin Liang, Bo Xu, Chongjie Zhang, Qianchuan Zhao

ICLR 2025 Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset Yiqin Yang, Quanwei Wang, Chenghao Li, Hao Hu, Chengjie Wu, Yuhua Jiang, Dianyu Zhong, Ziyou Zhang, Qianchuan Zhao, Chongjie Zhang, Bo Xu

AAAI 2025 GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition Shizhou Huang, Bo Xu, Yang Yu, Changqun Li, Xin Alex Lin

AAAI 2025 Incomplete and Unpaired Multi-View Graph Clustering with Cross-View Feature Fusion Liang Zhao, Ziyue Wang, Xiao Wang, Zhikui Chen, Bo Xu

CVPR 2025 Learnable Infinite Taylor Gaussian for Dynamic View Rendering Bingbing Hu, Yanyan Li, Rui Xie, Bo Xu, Haoye Dong, Junfeng Yao, Gim Hee Lee

AAAI 2025 Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs Yunlong Zhao, Haoran Wu, Bo Xu

IJCAI 2025 S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning Ni Mu, Yao Luan, Yiqin Yang, Bo Xu, Qing-Shan Jia

NeurIPS 2025 STAIR: Addressing Stage Misalignment Through Temporal-Aligned Preference Reinforcement Learning Yao Luan, Ni Mu, Yiqin Yang, Bo Xu, Qing-Shan Jia

NeurIPS 2025 STAR: Efficient Preference-Based Reinforcement Learning via Dual Regularization Fengshuo Bai, Rui Zhao, Hongming Zhang, Sijia Cui, Shao Zhang, Bo Xu, Lei Han, Ying Wen, Yaodong Yang

NeurIPS 2025 Self-Verifying Reflection Helps Transformers with CoT Reasoning Zhongwei Yu, Wannian Xia, Xue Yan, Bo Xu, Haifeng Zhang, Yali Du, Jun Wang

AAAI 2025 Spike2Former: Efficient Spiking Transformer for High-Performance Image Segmentation Zhenxin Lei, Man Yao, Jiakui Hu, Xinhao Luo, Yanye Lu, Bo Xu, Guoqi Li

AAAI 2025 Text-Guided Fine-Grained Counterfactual Inference for Short Video Fake News Detection Linlin Zong, Wenmin Lin, Jiahui Zhou, Xinyue Liu, Xianchao Zhang, Bo Xu, Shimin Wu

IJCAI 2025 Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support Bo Xu, Liangzhi Li, Junlong Wang, Xuening Qiao, Erchen Yu, Yiming Qian, Linlin Zong, Hongfei Lin

TMLR 2024 A Distance-Based Anomaly Detection Framework for Deep Reinforcement Learning Hongming Zhang, Ke Sun, Bo Xu, Linglong Kong, Martin Müller

NeurIPSW 2024 Episodic Novelty Through Temporal Distance Yuhua Jiang, Qihan Liu, Yiqin Yang, Xiaoteng Ma, Dianyu Zhong, Bo Xu, Jun Yang, Bin Liang, Chongjie Zhang, Qianchuan Zhao

NeurIPS 2024 Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration Hongming Zhang, Chenjun Xiao, Chao Gao, Han Wang, Bo Xu, Martin Müller

ECCV 2024 GTPT: Group-Based Token Pruning Transformer for Efficient Human Pose Estimation Haonan Wang, Jie Liu, Jie Tang, Gangshan Wu, Bo Xu, Yanbing Chou, Yong Wang

ICML 2024 High-Performance Temporal Reversible Spiking Neural Networks with $\mathcal{O}(L)$ Training Memory and $\mathcal{O}(1)$ Inference Cost Jiakui Hu, Man Yao, Xuerui Qiu, Yuhong Chou, Yuxuan Cai, Ning Qiao, Yonghong Tian, Bo Xu, Guoqi Li

ECCV 2024 Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-Performance and Energy-Efficient Object Detection Xinhao Luo, Man Yao, Yuhong Chou, Bo Xu, Guoqi Li

NeurIPS 2024 MetaLA: Unified Optimal Linear Approximation to SoftMax Attention mAP Yuhong Chou, Man Yao, Kexin Wang, Yuqi Pan, Ruijie Zhu, Yiran Zhong, Yu Qiao, Jibin Wu, Bo Xu, Guoqi Li

AAAI 2024 Privileged Prior Information Distillation for Image Matting Cheng Lyu, Jiake Xie, Bo Xu, Cheng Lu, Han Huang, Xin Huang, Ming Wu, Chuang Zhang, Yong Tang

WACV 2024 SDNet: An Extremely Efficient Portrait Matting Model via Self-Distillation Ziwen Li, Bo Xu, Jiake Xie, Yong Tang, Cheng Lu

ICLR 2024 Spike-Driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-Generation Neuromorphic Chips Man Yao, JiaKui Hu, Tianxiang Hu, Yifan Xu, Zhaokun Zhou, Yonghong Tian, Bo Xu, Guoqi Li

NeurIPS 2024 Towards Comprehensive Detection of Chinese Harmful Memes Junyu Lu, Bo Xu, Xiaokun Zhang, Hongbo Wang, Haohao Zhu, Dongyu Zhang, Liang Yang, Hongfei Lin

ECCV 2024 URS-NeRF: Unordered Rolling Shutter Bundle Adjustment for Neural Radiance Fields Bo Xu, Liu Ziao, Mengqi Guo, Jiancheng Li, Gim Hee Lee

AAAI 2024 Video-Context Aligned Transformer for Video Question Answering Linlin Zong, Jiahui Wan, Xianchao Zhang, Xinyue Liu, Wenxin Liang, Bo Xu

CVPR 2023 A Rotation-Translation-Decoupled Solution for Robust and Efficient Visual-Inertial Initialization Yijia He, Bo Xu, Zhanpeng Ouyang, Hongdong Li

AAAI 2023 Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition Qingyu Wang, Tielin Zhang, Minglun Han, Yi Wang, Duzhen Zhang, Bo Xu

ECML-PKDD 2023 Filtered Observations for Model-Based Multi-Agent Reinforcement Learning Linghui Meng, Xuantang Xiong, Yifan Zang, Xi Zhang, Guoqi Li, Dengpeng Xing, Bo Xu

ICCV 2023 Inherent Redundancy in Spiking Neural Networks Man Yao, Jiakui Hu, Guangshe Zhao, Yaoyuan Wang, Ziyang Zhang, Bo Xu, Guoqi Li

NeurIPS 2023 ODE-Based Recurrent Model-Free Reinforcement Learning for POMDPs Xuanle Zhao, Duzhen Zhang, Han Liyuan, Tielin Zhang, Bo Xu

AAAI 2023 PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction Fengshuo Bai, Hongming Zhang, Tianyang Tao, Zhiheng Wu, Yanna Wang, Bo Xu

ICLR 2023 Replay Memory as an Empirical MDP: Combining Conservative Estimation with Experience Replay Hongming Zhang, Chenjun Xiao, Han Wang, Jun Jin, Bo Xu, Martin Müller

NeurIPS 2023 Spike-Driven Transformer Man Yao, JiaKui Hu, Zhaokun Zhou, Li Yuan, Yonghong Tian, Bo Xu, Guoqi Li

WACV 2023 Video Object Matting via Hierarchical Space-Time Semantic Guidance Yumeng Wang, Bo Xu, Ziwen Li, Han Huang, Cheng Lu, Yandong Guo

WACV 2022 Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation Ziwen Li, Bo Xu, Han Huang, Cheng Lu, Yandong Guo

AAAI 2022 Multi-Sacle Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning Duzhen Zhang, Tielin Zhang, Shuncheng Jia, Bo Xu

IJCAI 2022 Recent Advances and New Frontiers in Spiking Neural Networks Duzhen Zhang, Tielin Zhang, Shuncheng Jia, Qingyu Wang, Bo Xu

ECML-PKDD 2022 Recognizing Non-Small Cell Lung Cancer Subtypes by a Constraint-Based Causal Network from CT Images Zhengqiao Deng, Shuang Qian, Jing Qi, Li Liu, Bo Xu

AAAI 2021 Consecutive Decoding for Speech-to-Text Translation Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li

AAAI 2021 Listen, Understand and Translate: Triple Supervision Decouples End-to-End Speech-to-Text Translation Qianqian Dong, Rong Ye, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li

ICCV 2021 Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction Bo Xu, Han Huang, Cheng Lu, Ziwen Li, Yandong Guo

AAAI 2020 DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog Feilong Chen, Fandong Meng, Jiaming Xu, Peng Li, Bo Xu, Jie Zhou

IJCAI 2020 LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recognition Xiang Cheng, Yunzhe Hao, Jiaming Xu, Bo Xu

NeurIPS 2020 Sequence to Multi-Sequence Learning via Conditional Chain Mapping for Mixture Signals Jing Shi, Xuankai Chang, Pengcheng Guo, Shinji Watanabe, Yusuke Fujita, Jiaming Xu, Bo Xu, Lei Xie

CVPRW 2020 VDFlow: Joint Learning for Optical Flow and Video Deblurring Yanyang Yan, Qingbo Wu, Bo Xu, Jingang Zhang, Wenqi Ren

WACV 2020 Watch to Listen Clearly: Visual Speech Enhancement Driven Multi-Modality Speech Recognition Bo Xu, Jacob Wang, Cheng Lu, Yandong Guo

AAAI 2019 Adapting Translation Models for Transcript Disfluency Detection Qianqian Dong, Feng Wang, Zhen Yang, Wei Chen, Shuang Xu, Bo Xu

CVPRW 2019 Urban Semantic 3D Reconstruction from Multiview Satellite Imagery Matthew J. Leotta, Chengjiang Long, Bastien Jacquet, Matthieu Zins, Dan Lipsa, Jie Shan, Bo Xu, Zhixin Li, Xu Zhang, Shih-Fu Chang, Matthew Purri, Jia Xue, Kristin J. Dana

IJCAI 2018 Brain-Inspired Balanced Tuning for Spiking Neural Networks Tielin Zhang, Yi Zeng, Dongcheng Zhao, Bo Xu

IJCAI 2018 Listen, Think and Listen Again: Capturing Top-Down Auditory Attention for Speaker-Independent Speech Separation Jing Shi, Jiaming Xu, Guangcan Liu, Bo Xu

AAAI 2018 Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment Jiaming Xu, Jing Shi, Guangcan Liu, Xiuyi Chen, Bo Xu

ECML-PKDD 2016 Joint Learning of Entity Semantics and Relation Pattern for Relation Extraction Suncong Zheng, Jiaming Xu, Hongyun Bao, Zhenyu Qi, Jie Zhang, Hongwei Hao, Bo Xu

IJCAI 2016 Learning Defining Features for Categories Bo Xu, Chenhao Xie, Yi Zhang, Yanghua Xiao, Haixun Wang, Wei Wang

IJCAI 2015 Convolutional Neural Networks for Text Hashing Jiaming Xu, Peng Wang, Guanhua Tian, Bo Xu, Jun Zhao, Fangyuan Wang, Hongwei Hao

IJCAI 2013 Joint and Coupled Bilingual Topic Model Based Sentence Representations for Language Model Adaptation Shixiang Lu, Xiaoyin Fu, Wei Wei, Xingyuan Peng, Bo Xu

ECML-PKDD 2012 Which Topic Will You Follow? Deqing Yang, Yanghua Xiao, Bo Xu, Hanghang Tong, Wei Wang, Sheng Huang

AAAI 2007 Ungreedy Methods for Chinese Deterministic Dependency Parsing Xiangyu Duan, Jun Zhao, Bo Xu

IJCAI 2007 Word Sense Disambiguation Through Sememe Labeling Xiangyu Duan, Jun Zhao, Bo Xu