Xu, Tong

25 publications

JMLR 2025 An Asymptotically Optimal Coordinate Descent Algorithm for Learning Bayesian Networks from Gaussian Models Tong Xu, Simge Küçükyavuz, Ali Shojaie, Armeen Taeb

AAAI 2025 Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation Derong Xu, Xinhang Li, Ziheng Zhang, Zhenxi Lin, Zhihong Zhu, Zhi Zheng, Xian Wu, Xiangyu Zhao, Tong Xu, Enhong Chen

AAAI 2025 Multi-Branch Self-Drafting for LLM Inference Acceleration Zipeng Gao, Qingrong Xia, Tong Xu, Xinyu Duan, Zhi Zheng, Zhefeng Wang, Enhong Chen

NeurIPS 2025 SGN: Shifted Window-Based Hierarchical Variable Grouping for Multivariate Time Series Classification Zenan Ying, Zhi Zheng, Huijun Hou, Tong Xu, Qi Liu, Jinke Wang, Wei Chen

CVPR 2025 Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-Modal LLMs in Video Analysis Chaoyou Fu, Yuhan Dai, Yongdong Luo, Lei Li, Shuhuai Ren, Renrui Zhang, Zihan Wang, Chenyu Zhou, Yunhang Shen, Mengdan Zhang, Peixian Chen, Yanwei Li, Shaohui Lin, Sirui Zhao, Ke Li, Tong Xu, Xiawu Zheng, Enhong Chen, Caifeng Shan, Ran He, Xing Sun

NeurIPS 2024 VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation Shiwei Wu, Joya Chen, Kevin Qinghong Lin, Qimeng Wang, Yan Gao, Qianli Xu, Tong Xu, Yao Hu, Enhong Chen, Mike Zheng Shou

ICLR 2023 Federated Nearest Neighbor Machine Translation Yichao Du, Zhirui Zhang, Bingzhe Wu, Lemao Liu, Tong Xu, Enhong Chen

AAAI 2023 Scene-Level Sketch-Based Image Retrieval with Minimal Pairwise Supervision Ce Ge, Jingyu Wang, Qi Qi, Haifeng Sun, Tong Xu, Jianxin Liao

AAAI 2023 Semi-Transductive Learning for Generalized Zero-Shot Sketch-Based Image Retrieval Ce Ge, Jingyu Wang, Qi Qi, Haifeng Sun, Tong Xu, Jianxin Liao

ICLR 2023 Simple and Scalable Nearest Neighbor Machine Translation Yuhan Dai, Zhirui Zhang, Qiuzhi Liu, Qu Cui, Weihua Li, Yichao Du, Tong Xu

NeurIPS 2022 FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning Tao Qi, Fangzhao Wu, Chuhan Wu, Lingjuan Lyu, Tong Xu, Hao Liao, Zhongliang Yang, Yongfeng Huang, Xing Xie

AAAI 2022 GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction Shuangli Li, Jingbo Zhou, Tong Xu, Dejing Dou, Hui Xiong

AAAI 2022 Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement Yichao Du, Zhirui Zhang, Weizhi Wang, Boxing Chen, Jun Xie, Tong Xu

AAAI 2021 Ideography Leads Us to the Field of Cognition: A Radical-Guided Associative Model for Chinese Text Classification Hanqing Tao, Shiwei Tong, Kun Zhang, Tong Xu, Qi Liu, Enhong Chen, Min Hou

AAAI 2021 Out-of-Town Recommendation with Travel Intention Modeling Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong

IJCAI 2020 Attention as Relation: Learning Supervised Multi-Head Self-Attention for Relation Extraction Jie Liu, Shaowei Chen, Bingquan Wang, Jiaxin Zhang, Na Li, Tong Xu

AAAI 2019 A Radical-Aware Attention-Based Model for Chinese Text Classification Hanqing Tao, Shiwei Tong, Hongke Zhao, Tong Xu, Binbin Jin, Qi Liu

AAAI 2019 Regularizing Neural Machine Translation by Target-Bidirectional Agreement Zhirui Zhang, Shuangzhi Wu, Shujie Liu, Mu Li, Ming Zhou, Tong Xu

IJCAI 2019 Trend-Aware Tensor Factorization for Job Skill Demand Analysis Xunxian Wu, Tong Xu, Hengshu Zhu, Le Zhang, Enhong Chen, Hui Xiong

IJCAI 2018 A Joint Learning Approach to Intelligent Job Interview Assessment Dazhong Shen, Hengshu Zhu, Chen Zhu, Tong Xu, Chao Ma, Hui Xiong

AAAI 2018 Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach Tong Xu, Hengshu Zhu, Chen Zhu, Pan Li, Hui Xiong

IJCAI 2017 Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective Qi Liu, Guifeng Wang, Hongke Zhao, Chuanren Liu, Tong Xu, Enhong Chen

AAAI 2016 Reading the Videos: Temporal Labeling for Crowdsourced Time-Sync Videos Based on Semantic Embedding Guangyi Lv, Tong Xu, Enhong Chen, Qi Liu, Yi Zheng

ECML-PKDD 2012 On Approximation of Real-World Influence Spread Yu Yang, Enhong Chen, Qi Liu, Biao Xiang, Tong Xu, Shafqat Ali Shad

NeurIPS 1995 Estimating the Bayes Risk from Sample Data Robert R. Snapp, Tong Xu