Xiao, Tong

40 publications

CVPR 2025 Apollo: An Exploration of Video Understanding in Large Multimodal Models Orr Zohar, Xiaohan Wang, Yann Dubois, Nikhil Mehta, Tong Xiao, Philippe Hansen-Estruch, Licheng Yu, Xiaofang Wang, Felix Juefei-Xu, Ning Zhang, Serena Yeung-Levy, Xide Xia

CVPR 2025 Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs Zeyi Huang, Yuyang Ji, Xiaofang Wang, Nikhil Mehta, Tong Xiao, Donghyun Lee, Sigmund Vanvalkenburgh, Shengxin Zha, Bolin Lai, Licheng Yu, Ning Zhang, Yong Jae Lee, Miao Liu

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

ICML 2025 GRAM: A Generative Foundation Reward Model for Reward Generalization Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, Murun Yang, Bei Li, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu

NeurIPS 2025 MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization Chenglong Wang, Yang Gan, Hang Zhou, Chi Hu, Yongyu Mu, Kai Song, MuRun Yang, Bei Li, Chunliang Zhang, Tongran Liu, JingBo Zhu, Zhengtao Yu, Tong Xiao

NeurIPS 2025 ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation Pengcheng Huang, Zhenghao Liu, Yukun Yan, Haiyan Zhao, Xiaoyuan Yi, Hao Chen, Zhiyuan Liu, Maosong Sun, Tong Xiao, Ge Yu, Chenyan Xiong

AAAI 2025 RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Murun Yang, Qiaozhi He, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu

ICCV 2025 SAM Encoder Breach by Adversarial Simplicial Complex Triggers Downstream Model Failures Yi Qin, Rui Wang, Tao Huang, Tong Xiao, Liping Jing

ICLR 2025 TLDR: Token-Level Detective Reward Model for Large Vision Language Models Deqing Fu, Tong Xiao, Rui Wang, Wang Zhu, Pengchuan Zhang, Guan Pang, Robin Jia, Lawrence Chen

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

CVPR 2025 Unleashing In-Context Learning of Autoregressive Models for Few-Shot Image Manipulation Bolin Lai, Felix Juefei-Xu, Miao Liu, Xiaoliang Dai, Nikhil Mehta, Chenguang Zhu, Zeyi Huang, James M. Rehg, Sangmin Lee, Ning Zhang, Tong Xiao

AAAI 2024 ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation Chenglong Wang, Hang Zhou, Yimin Hu, Yifu Huo, Bei Li, Tongran Liu, Tong Xiao, Jingbo Zhu

CVPR 2024 Fairy: Fast Parallelized Instruction-Guided Video-to-Video Synthesis Bichen Wu, Ching-Yao Chuang, Xiaoyan Wang, Yichen Jia, Kapil Krishnakumar, Tong Xiao, Feng Liang, Licheng Yu, Peter Vajda

IJCAI 2024 Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process Tong Xiao, Jiayu Liu, Zhenya Huang, Jinze Wu, Jing Sha, Shijin Wang, Enhong Chen

NeurIPS 2024 Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning Bei Li, Tong Zheng, Rui Wang, Jiahao Liu, Qingyan Guo, Junliang Guo, Xu Tan, Tong Xiao, Jingbo Zhu, Jingang Wang, Xunliang Cai

CVPRW 2024 REFA: Real-Time Egocentric Facial Animations for Virtual Reality Qiang Zhang, Tong Xiao, Haroun Habeeb, Larissa Laich, Sofien Bouaziz, Patrick Snape, Wenjing Zhang, Matthew Cioffi, Peizhao Zhang, Pavel Pidlypenskyi, Winnie Lin, Luming Ma, Mengjiao Wang, Kunpeng Li, Chengjiang Long, Steven Song, Martin Prazák, Alexander Sjoholm, Ajinkya Deogade, Jaebong Lee, Julio Delgado Mangas, Amaury Aubel

IJCAI 2024 Recent Advances in End-to-End Simultaneous Speech Translation Xiaoqian Liu, Guoqiang Hu, Yangfan Du, Erfeng He, Yingfeng Luo, Chen Xu, Tong Xiao, Jingbo Zhu

NeurIPS 2024 SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models Jiayu Liu, Zhenya Huang, Tong Xiao, Jing Sha, Jinze Wu, Qi Liu, Shijin Wang, Enhong Chen

AAAI 2023 Improving End-to-End Speech Translation by Leveraging Auxiliary Speech and Text Data Yuhao Zhang, Chen Xu, Bojie Hu, Chunliang Zhang, Tong Xiao, Jingbo Zhu

AAAI 2023 Prompting Neural Machine Translation with Translation Memories Abudurexiti Reheman, Tao Zhou, Yingfeng Luo, Di Yang, Tong Xiao, Jingbo Zhu

IJCAI 2023 Recent Advances in Direct Speech-to-Text Translation Chen Xu, Rong Ye, Qianqian Dong, Chengqi Zhao, Tom Ko, Mingxuan Wang, Tong Xiao, Jingbo Zhu

ICML 2022 Learning Multiscale Transformer Models for Sequence Generation Bei Li, Tong Zheng, Yi Jing, Chengbo Jiao, Tong Xiao, Jingbo Zhu

AAAI 2021 An Efficient Transformer Decoder with Compressed Sub-Layers Yanyang Li, Ye Lin, Tong Xiao, Jingbo Zhu

AAAI 2021 Learning Light-Weight Translation Models from Deep Transformer Bei Li, Ziyang Wang, Hui Liu, Quan Du, Tong Xiao, Chunliang Zhang, Jingbo Zhu

ECCV 2020 Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild Alexander Grabner, Yaming Wang, Peizhao Zhang, Peihong Guo, Tong Xiao, Peter Vajda, Peter M. Roth, Vincent Lepetit

AAAI 2020 Neural Machine Translation with Joint Representation Yanyang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu

IJCAI 2020 Towards Fully 8-Bit Integer Inference for the Transformer Model Ye Lin, Yanyang Li, Tengbo Liu, Tong Xiao, Tongran Liu, Jingbo Zhu

IJCAI 2019 Sharing Attention Weights for Fast Transformer Tong Xiao, Yinqiao Li, Jingbo Zhu, Zhengtao Yu, Tongran Liu

IJCAI 2017 Fast Parallel Training of Neural Language Models Tong Xiao, Jingbo Zhu, Tongran Liu, Chunliang Zhang

ICCV 2017 Identity-Aware Textual-Visual Matching with Latent Co-Attention Shuang Li, Tong Xiao, Hongsheng Li, Wei Yang, Xiaogang Wang

CVPR 2017 Joint Detection and Identification Feature Learning for Person Search Tong Xiao, Shuang Li, Bochao Wang, Liang Lin, Xiaogang Wang

ICCV 2017 Learning Deep Neural Networks for Vehicle Re-ID with Visual-Spatio-Temporal Path Proposals Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, Xiaogang Wang

CVPR 2017 Object Detection in Videos with Tubelet Proposal Networks Kai Kang, Hongsheng Li, Tong Xiao, Wanli Ouyang, Junjie Yan, Xihui Liu, Xiaogang Wang

CVPR 2017 Person Search with Natural Language Description Shuang Li, Tong Xiao, Hongsheng Li, Bolei Zhou, Dayu Yue, Xiaogang Wang

ICLR 2016 Convolutional Neural Networks with Low-Rank Regularization Cheng Tai, Tong Xiao, Xiaogang Wang, Weinan E

CVPR 2016 Learning Deep Feature Representations with Domain Guided Dropout for Person Re-Identification Tong Xiao, Hongsheng Li, Wanli Ouyang, Xiaogang Wang

AAAI 2016 Syntactic Skeleton-Based Translation Tong Xiao, Jingbo Zhu, Chunliang Zhang, Tongran Liu

CVPR 2015 Learning from Massive Noisy Labeled Data for Image Classification Tong Xiao, Tian Xia, Yi Yang, Chang Huang, Xiaogang Wang

CVPR 2014 DeepReID: Deep Filter Pairing Neural Network for Person Re-Identification Wei Li, Rui Zhao, Tong Xiao, Xiaogang Wang

JAIR 2013 Unsupervised Sub-Tree Alignment for Tree-to-Tree Translation Tong Xiao, Jingbo Zhu