| 2025 | ACL | Hierarchical Attention Generates Better Proofs. | Jianlong Chen, Chao Li, Yang Yuan, Andrew C. Yao |
| 2025 | ACL | Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts. | Yifan Zhang, Yifan Luo, Yang Yuan, Andrew C. Yao |
| 2024 | ICLR | Contrastive Learning is Spectral Clustering on Similarity Graph. | Zhiquan Tan, Yifan Zhang, Jingqin Yang, Yang Yuan |
| 2024 | ICML | Information Flow in Self-Supervised Learning. | Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan, Yifan Zhang |
| 2024 | ICML | Matrix Information Theory for Self-Supervised Learning. | Yifan Zhang, Zhiquan Tan, Jingqin Yang, Weiran Huang, Yang Yuan |
| 2024 | IECON | Distributed Nesterov Gradient for Differentially Private Optimization with Exact Convergence. | Yang Yuan, Wangli He |
| 2024 | ISPA | SymbTQL: A Symbolic Temporal Logic Framework for Enhancing LLM-based TKGQA. | ShuaiChen Zhu, Yang Yuan, Lin Shi, Shoukun Xu |
| 2023 | ICLR | Predictive Inference with Feature Conformal Prediction. | Jiaye Teng, Chuan Wen, Dinghuai Zhang, Yoshua Bengio, Yang Gao, Yang Yuan |
| 2023 | ICML | On Uni-Modal Feature Learning in Supervised Multi-Modal Learning. | Chenzhuang Du, Jiaye Teng, Tingle Li, Yichen Liu, Tianyuan Yuan, Yue Wang, Yang Yuan, Hang Zhao |
| 2023 | ICML | Finding Generalization Measures by Contrasting Signal and Noise. | Jiaye Teng, Bohang Zhang, Ruichen Li, Haowei He, Yequan Wang, Yan Tian, Yang Yuan |
| 2023 | ICML | On the Power of Foundation Models. | Yang Yuan |
| 2022 | ICLR | Towards Understanding Generalization via Decomposing Excess Risk Dynamics. | Jiaye Teng, Jianhao Ma, Yang Yuan |
| 2021 | ICML | T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLP. | Jiaye Teng, Zeren Tan, Yang Yuan |
| 2020 | ACCV | Imbalance Robust Softmax for Deep Embeeding Learning. | Hao Zhu, Yang Yuan, Guosheng Hu, Xiang Wu, Neil Martin Robertson |
| 2019 | ICASSP | Gradient-based Active Learning Query Strategy for End-to-end Speech Recognition. | Yang Yuan, Soo-Whan Chung, Hong-Goo Kang |
| 2018 | ECCV | Deep Multi-task Learning to Recognise Subtle Facial Expressions of Mental States. | Guosheng Hu, Li Liu, Yang Yuan, Zehao Yu, Yang Hua, Zhihong Zhang, Fumin Shen, Ling Shao, Timothy M. Hospedales, Neil Martin Robertson, Yongxin Yang |
| 2018 | ICLR | Hyperparameter optimization: a spectral approach. | Elad Hazan, Adam R. Klivans, Yang Yuan |
| 2018 | ICML | An Alternative View: When Does SGD Escape Local Minima? | Robert Kleinberg, Yuanzhi Li, Yang Yuan |
| 2018 | NSDI | Semi-Oblivious Traffic Engineering: The Road Not Taken. | Praveen Kumar, Yang Yuan, Chris Yu, Nate Foster, Robert Kleinberg, Petr Lapukhov, Chiunlin Lim, Robert Soul |
| 2017 | ICCV | Attribute-Enhanced Face Recognition with Neural Tensor Fusion Networks. | Guosheng Hu, Yang Hua, Yang Yuan, Zhihong Zhang, Zheng Lu, Sankha S. Mukherjee, Timothy M. Hospedales, Neil Martin Robertson, Yongxin Yang |
| 2016 | ICALP | Optimization Algorithms for Faster Computational Geometry. | Zeyuan Allen Zhu, Zhenyu Liao, Yang Yuan |
| 2016 | ICML | Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling. | Zeyuan Allen Zhu, Zheng Qu, Peter Richtrik, Yang Yuan |
| 2016 | ICML | Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex Objectives. | Zeyuan Allen Zhu, Yang Yuan |
| 2015 | COLT | Escaping From Saddle Points - Online Stochastic Gradient for Tensor Decomposition. | Rong Ge, Furong Huang, Chi Jin, Yang Yuan |
| 2015 | FOCS | Optimal Auctions vs. Anonymous Pricing. | Saeed Alaei, Jason D. Hartline, Rad Niazadeh, Emmanouil Pountourakis, Yang Yuan |
| 2013 | ICML | Combinatorial Multi-Armed Bandit: General Framework and Applications. | Wei Chen, Yajun Wang, Yang Yuan |
| 2012 | APSCC | An OSGi-Based Smart Taxi Service Platform. | Yang Yuan, Kejian Miao, Daqing Zhang, Lin Sun, Chao Chen |
| 2012 | ICOST | Does Location Help Daily Activity Recognition? | Chao Chen, Daqing Zhang, Lin Sun, Mossaab Hariz, Yang Yuan |
| 2011 | APSEC | CMCD: Count Matrix Based Code Clone Detection. | Yang Yuan, Yao Guo |
| 2011 | ICTAI | A Fast Parallel Branch and Bound Algorithm for Treewidth. | Yang Yuan |
| 2004 | APWEB | Towards Load Balancing in Peer-to-Peer Environment of Web Services. | Yang Yuan, Zhimao Guo, Xiaoling Wang, Aoying Zhou |
| 2003 | APWEB | Efficient Evaluation in XML to XML Transformations. | Qing Wang, Junmei Zhou, Hongwei Wu, Yizhong Wu, Yang Yuan, Aoying Zhou |