Sun, Yi

45 publications

ICLR 2026 CogFlow: Bridging Perception and Reasoning Through Knowledge Internalization for Visual Mathematical Problem Solving Shuhang Chen, Yunqiu Xu, Junjie Xie, Aojun Lu, Tao Feng, Zeying Huang, Zhang Ning, Yi Sun, Yi Yang, Hangjie Yuan

JMLR 2025 DAGs as Minimal I-Maps for the Induced Models of Causal Bayesian Networks Under Conditioning Xiangdong Xie, Jiahua Guo, Yi Sun

AAAI 2025 Multi-Fingered Hand Grasps with Visuo-Tactile Fusion via Multi-Agent Deep Reinforcement Learning Peida Jia, Xuanheng Li, Tianqiang Zhu, Rina Wu, Xiangbo Lin, Yi Sun

AAAI 2024 DexFuncGrasp: A Robotic Dexterous Functional Grasp Dataset Constructed from a Cost-Effective Real-Simulation Annotation System Jinglue Hang, Xiangbo Lin, Tianqiang Zhu, Xuanheng Li, Rina Wu, Xiaohong Ma, Yi Sun

NeurIPS 2024 Toward Dynamic Non-Line-of-Sight Imaging with Mamba Enforced Temporal Consistency Yue Li, Yi Sun, Shida Sun, Juntian Ye, Yueyi Zhang, Feihu Xu, Zhiwei Xiong

ICML 2024 Trustless Audits Without Revealing Data or Models Suppakit Waiwitlikhit, Ion Stoica, Yi Sun, Tatsunori Hashimoto, Daniel Kang

CVPR 2023 Learning Attribute and Class-Specific Representation Duet for Fine-Grained Fashion Analysis Yang Jiao, Yan Gao, Jingjing Meng, Jin Shang, Yi Sun

IJCAI 2023 SSML-QNet: Scale-Separative Metric Learning Quadruplet Network for Multi-Modal Image Patch Matching Xiuwei Zhang, Yi Sun, Yamin Han, Yanping Li, Hanlin Yin, Yinghui Xing, Yanning Zhang

NeurIPSW 2023 Scaling up Trustless DNN Inference with Zero-Knowledge Proofs Daniel Kang, Tatsunori Hashimoto, Ion Stoica, Yi Sun

ICLR 2022 Bandit Learning with Joint Effect of Incentivized Sampling, Delayed Sampling Feedback, and Self-Reinforcing User Preferences Tianchen Zhou, Jia Liu, Chaosheng Dong, Yi Sun

ECCV 2022 Fine-Grained Fashion Representation Learning by Online Deep Clustering Yang Jiao, Ning Xie, Yan Gao, Chien-chih Wang, Yi Sun

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

AAAI 2022 Self-Supervised Category-Level 6d Object Pose Estimation with Deep Implicit Shape Representation Wanli Peng, Jianhang Yan, Hongtao Wen, Yi Sun

ECCV 2022 TransGrasp: Grasp Pose Estimation of a Category of Objects by Transferring Grasps from Only One Labeled Instance Hongtao Wen, Jianhang Yan, Wanli Peng, Yi Sun

NeurIPS 2021 How Data Augmentation Affects Optimization for Linear Regression Boris Hanin, Yi Sun

ICCV 2021 Self-Supervised Transfer Learning for Hand Mesh Recovery from Binocular Images Zheng Chen, Sihan Wang, Yi Sun, Xiaohong Ma

ICCV 2021 Toward Human-like Grasp: Dexterous Grasping via Semantic Representation of Object-Hand Tianqiang Zhu, Rina Wu, Xiangbo Lin, Yi Sun

IJCAI 2021 Towards Reducing Biases in Combining Multiple Experts Online Yi Sun, Iván Ramírez Díaz, Alfredo Cuesta-Infante, Kalyan Veeramachaneni

CVPR 2020 IDA-3D: Instance-Depth-Aware 3D Object Detection from Stereo Vision for Autonomous Driving Wanli Peng, Hao Pan, He Liu, Yi Sun

CVPR 2019 CrossInfoNet: Multi-Task Information Sharing Based Hand Pose Estimation Kuo Du, Xiangbo Lin, Yi Sun, Xiaohong Ma

NeurIPSW 2019 Evolving the Olfactory System Robert Guangyu Yang, Peter Yiliu Wang, Yi Sun, Ashok Litwin-Kumar, Richard Axel, Lf Abbott

ICCVW 2019 Hand Pose Ensemble Learning Based on Grouping Features of Hand Point Sets Tianqiang Zhu, Yi Sun, Xiaohong Ma, Xiangbo Lin

AAAI 2019 Learning Vine Copula Models for Synthetic Data Generation Yi Sun, Alfredo Cuesta-Infante, Kalyan Veeramachaneni

ECCV 2018 HBE: Hand Branch Ensemble Network for Real-Time 3D Hand Pose Estimation Yidan Zhou, Jian Lu, Kuo Du, Xiangbo Lin, Yi Sun, Xiaohong Ma

CVPR 2016 Sparsifying Neural Network Connections for Face Recognition Yi Sun, Xiaogang Wang, Xiaoou Tang

CVPR 2015 Deeply Learned Face Representations Are Sparse, Selective, and Robust Yi Sun, Xiaogang Wang, Xiaoou Tang

NeurIPS 2015 From Random Walks to Distances on Unweighted Graphs Tatsunori Hashimoto, Yi Sun, Tommi Jaakkola

AISTATS 2015 Metric Recovery from Directed Unweighted Graphs Tatsunori B. Hashimoto, Yi Sun, Tommi S. Jaakkola

NeurIPS 2014 Deep Learning Face Representation by Joint Identification-Verification Yi Sun, Yuheng Chen, Xiaogang Wang, Xiaoou Tang

CVPR 2014 Deep Learning Face Representation from Predicting 10,000 Classes Yi Sun, Xiaogang Wang, Xiaoou Tang

JMLR 2014 Natural Evolution Strategies Daan Wierstra, Tom Schaul, Tobias Glasmachers, Yi Sun, Jan Peters, Jürgen Schmidhuber

CVPR 2013 Deep Convolutional Network Cascade for Facial Point Detection Yi Sun, Xiaogang Wang, Xiaoou Tang

ICCV 2013 Hybrid Deep Learning for Face Verification Yi Sun, Xiaogang Wang, Xiaoou Tang

CVPRW 2012 A Dynamic Curvature Based Approach for Facial Activity Analysis in 3D Space Shaun J. Canavan, Yi Sun, Xing Zhang, Lijun Yin

ICML 2012 On the Size of the Online Kernel Sparsification Dictionary Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber

ICML 2011 Incremental Basis Construction from Temporal Difference Error Yi Sun, Faustino J. Gomez, Mark B. Ring, Jürgen Schmidhuber

NeurIPS 2010 Improving the Asymptotic Performance of Markov Chain Monte-Carlo by Inserting Vortices Yi Sun, Jürgen Schmidhuber, Faustino J. Gomez

JMLR 2010 PyBrain Tom Schaul, Justin Bayer, Daan Wierstra, Yi Sun, Martin Felder, Frank Sehnke, Thomas Rückstieß, Jürgen Schmidhuber

CVPRW 2009 Evaluation of Spatio-Temporal Regional Features for 3D Face Analysis Yi Sun, Lijun Yin

ICML 2009 Stochastic Search Using the Natural Gradient Yi Sun, Daan Wierstra, Tom Schaul, Jürgen Schmidhuber

CVPRW 2008 3D Spatio-Temporal Face Recognition Using Dynamic Range Model Sequences Yi Sun, Lijun Yin

ECCV 2008 Facial Expression Recognition Based on 3D Dynamic Range Model Sequences Yi Sun, Lijun Yin

CVPR 2006 3D Facial Expression Recognition Based on Primitive Surface Feature Distribution Jun Wang, Lijun Yin, Xiaozhou Wei, Yi Sun

CVPR 2005 3D Face Recognition Using Two Views Face Modeling and Labeling Yi Sun, Lijun Yin

CVPRW 2005 3D Face Recognition Using Two Views Face Modeling and Labeling Yi Sun, Lijun Yin