| 2026 | ACL | OneRec-Think: In-Text Reasoning for Generative Recommendation. | Zhanyu Liu, Shiyao Wang, Xingmei Wang, Rongzhou Zhang, Jiaxin Deng, Honghui Bao, Jinghao Zhang, Wuchao Li, Penggei Zheng, Xiangyu Wu, Yifei Hu, Qigen Hu, Xinchen Luo, Lejian Ren, Zixing Zhang, Qianqian Wang, Kuo Cai, Yunfan Wu, Hongtao Cheng, Zexuan Cheng, Lu Ren, Huanjie Wang, Yi Su, Ruiming Tang, Kun Gai, Guorui Zhou |
| 2026 | ACL | Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse Domains. | Yi Su, Dian Yu, Linfeng Song, Juntao Li, Haitao Mi, Zhaopeng Tu, Min Zhang, Dong Yu |
| 2026 | ACL | Tree-CoT-RT: An Explainable Multi-Path Tree-Guided Chain-of-Thought and Reinforcement Learning Framework for Aspect Sentiment Quad Prediction. | Hao Zhang, Jiahao Wang, Zhenke Duan, Xin Yin, Haichuan Hu, Hualong Chen, Yi Su, Congqing He, Yike Tan, Yu-N Cheah |
| 2026 | DSN | Bypassing Safety Alignment via API Design: A Systematic Risk Analysis of Response Prefill in LLM Systems. | Yakai Li, Jiekang Hu, Weiduan Sang, Luping Ma, Dongsheng Nie, Weijuan Zhang, Aimin Yu, Yi Su, Qingjia Huang, Qihang Zhou |
| 2026 | WACV | What Matters in Reinforcement Learning Based Training for Medical Vision Language Model: an Empirical Study. | Wenhui Zhu, Xuanzhao Dong, Xin Li, Peijie Qiu, Xiwen Chen, Walker Northrup, Abolfazl Razi, Aris Sotiras, Yi Su, Zhipeng Wang, Shao Tang, Yalin Wang |
| 2025 | ACL | Accurate KV Cache Quantization with Outlier Tokens Tracing. | Yi Su, Yuechi Zhou, Quantong Qiu, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Min Zhang |
| 2025 | DCC | Enhanced Decoder-Side Secondary Transform Derivation for Video Coding Beyond AVS3. | Xin Liu, Yuhuai Zhang, Jiaqi Zhang, Yi Su, Weijia Jiang, Siwei Ma |
| 2025 | DCC | Compressed Domain Prior-Guided Video Super-Resolution for Cloud Gaming Content. | Qizhe Wang, Qian Yin, Zhimeng Huang, Weijia Jiang, Yi Su, Siwei Ma, Jiaqi Zhang |
| 2025 | ECAI | DetTrack: Realizing Strong Identity Preservation in Multi-Object Tracking via exploration of Detection Information. | Yi Zhang, Yi Su, Chen Luo |
| 2025 | EMNLP | Understanding How Value Neurons Shape the Generation of Specified Values in LLMs. | Yi Su, Jiayi Zhang, Shu Yang, Xinhai Wang, Lijie Hu, Di Wang |
| 2025 | ICLR | Training Language Models to Self-Correct via Reinforcement Learning. | Aviral Kumar, Vincent Zhuang, Rishabh Agarwal, Yi Su, John D. Co-Reyes, Avi Singh, Kate Baumli, Shariq Iqbal, Colton Bishop, Rebecca Roelofs, Lei M. Zhang, Kay McKinney, Disha Shrivastava, Cosmin Paduraru, George Tucker, Doina Precup, Feryal M. P. Behbahani, Aleksandra Faust |
| 2025 | ICML | EVOLvE: Evaluating and Optimizing LLMs For In-Context Exploration. | Allen Nie, Yi Su, Bo Chang, Jonathan Lee, Ed H. Chi, Quoc V. Le, Minmin Chen |
| 2025 | WCNC | Joint Video Frame Scheduling and Resource Allocation for Device-Edge Collaborative Video Intelligent Analytics. | Jiayi Li, Xiaoyu Chi, Hui Wang, Yi Su, Shujun Han, Xiaodong Xu |
| 2025 | WWW | UICopilot: Automating UI Synthesis via Hierarchical Code Generation from Webpage Designs. | Yi Gui, Yao Wan, Zhen Li, Zhongyi Zhang, Dongping Chen, Hongyu Zhang, Yi Su, Bohua Chen, Xing Zhou, Wenbin Jiang, Xiangliang Zhang |
| 2025 | WWW | WebCode2M: A Real-World Dataset for Code Generation from Webpage Designs. | Yi Gui, Zhen Li, Yao Wan, Yemin Shi, Hongyu Zhang, Bohua Chen, Yi Su, Dongping Chen, Siyuan Wu, Xing Zhou, Wenbin Jiang, Hai Jin, Xiangliang Zhang |
| 2025 | WACV | CUNSB-RFIE: Context-Aware Unpaired Neural Schrdinger Bridge in Retinal Fundus Image Enhancement. | Xuanzhao Dong, Vamsi Krishna Vasa, Wenhui Zhu, Peijie Qiu, Xiwen Chen, Yi Su, Yujian Xiong, Zhangsihao Yang, Yanxi Chen, Yalin Wang |
| 2024 | ACL | Demonstration Augmentation for Zero-shot In-context Learning. | Yi Su, Yunpeng Tai, Yixin Ji, Juntao Li, Yan Bowen, Min Zhang |
| 2024 | CIKM | International Workshop on Online and Adaptive Recommender Systems (OARS 2024). | Xiquan Cui, Vachik S. Dave, Yi Su, Khalifeh Al Jadda, Srijan Kumar, Julian J. McAuley, Tao Ye, Stephen D. Guo, Chip Huyen |
| 2024 | HCI | A Comparative Literature Study on the Persuasive Impact of Animation, Live-Action Film and Static Image in Healthcare Science Communication. | Yi Su |
| 2024 | ICASSP | Leveraging Large Language Models for Exploiting ASR Uncertainty. | Pranay Dighe, Yi Su, Shangshang Zheng, Yunshu Liu, Vineet Garg, Xiaochuan Niu, Ahmed H. Tewfik |
| 2024 | ICPR | QPDet: Queuing People Detector for Aerial Images Based on Adaptive Soft Label Assignment Strategy. | Yi Zhang, Yi Su, Siying Li, Kai Yi |
| 2024 | KDD | Multi-Task Neural Linear Bandit for Exploration in Recommender Systems. | Yi Su, Haokai Lu, Yuening Li, Liang Liu, Shuchao Bi, Ed H. Chi, Minmin Chen |
| 2024 | WACV | Ordinal Classification with Distance Regularization for Robust Brain Age Prediction. | Jay Shah, Md Mahfuzur Rahman Siddiquee, Yi Su, Teresa Wu, Baoxin Li |
| 2024 | WSDM | Long-Term Value of Exploration: Measurements, Findings and Algorithms. | Yi Su, Xiangyu Wang, Elaine Ya Le, Liang Liu, Yuening Li, Haokai Lu, Benjamin Lipshitz, Sriraj Badam, Lukasz Heldt, Shuchao Bi, Ed H. Chi, Cristos Goodrow, Su-Lin Wu, Lexi Baugher, Minmin Chen |
| 2023 | EMNLP | Beware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering. | Yi Su, Yixin Ji, Juntao Li, Hai Ye, Min Zhang |
| 2023 | HCI | The Age Factor and the Acceptance: A Rhetorical Study on the Older Audience of the COVID-19 Popular Science Animated Films. | Yi Su |
| 2023 | ICDE | Decision Support System for Chronic Diseases Based on Drug-Drug Interactions. | Tian Bian, Yuli Jiang, Jia Li, Tingyang Xu, Yu Rong, Yi Su, Timothy C. Y. Kwok, Helen Meng, Hong Cheng |
| 2023 | ICLR | Offline RL for Natural Language Generation with Implicit Language Q Learning. | Charlie Snell, Ilya Kostrikov, Yi Su, Sherry Yang, Sergey Levine |
| 2023 | KDD | 3rd Workshop on Online and Adaptive Recommender Systems (OARS). | Xiquan Cui, Vachik S. Dave, Yi Su, Khalifeh Al Jadda, Srijan Kumar, Julian J. McAuley, Tao Ye, Stephen D. Guo, Chip Huyen |
| 2023 | RecSys | Nonlinear Bandits Exploration for Recommendations. | Yi Su, Minmin Chen |
| 2023 | RoVISP | Optimal Switching Sequence of Urban Power System Based on Dynamic Thermal Rating Parameter Adjustment. | Yi Su, Jiashen Teh |
| 2022 | HCI | The Persuasive Impact of Animation in Health Care Sciences Services: A Rhetoric-Based Literature Study. | Yi Su |
| 2022 | KDD | 2nd Workshop on Online and Adaptive Recommender Systems (OARS). | Xiquan Cui, Vachik S. Dave, Yi Su, Khalifeh Al Jadda, Srijan Kumar, Julian J. McAuley, Tao Ye, Kamelia Aryafar, Mohammed Korayem |
| 2022 | KDD | Greykite: Deploying Flexible Forecasting at Scale at LinkedIn. | Reza Hosseini, Albert C. Chen, Kaixu Yang, Sayan Patra, Yi Su, Saad Eddin Al Orjany, Sishi Tang, Parvez Ahammad |
| 2022 | NAACL | Context-Aware Language Modeling for Goal-Oriented Dialogue Systems. | Charlie Snell, Sherry Yang, Justin Fu, Yi Su, Sergey Levine |
| 2022 | WWW | Optimizing Rankings for Recommendation in Matching Markets. | Yi Su, Magd Bayoumi, Thorsten Joachims |
| 2021 | ACL | R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling. | Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo |
| 2020 | ICIP | Opencc - an open Benchmark data set for Corpus Callosum Segmentation and Evaluation. | Xulei Yang, Xin Zhao, Gabriel Tjio, Cen Chen, Li Wang, Bihan Wen, Yi Su |
| 2020 | ICML | Doubly robust off-policy evaluation with shrinkage. | Yi Su, Maria Dimakopoulou, Akshay Krishnamurthy, Miroslav Dudk |
| 2020 | ICML | Adaptive Estimator Selection for Off-Policy Evaluation. | Yi Su, Pavithra Srinath, Akshay Krishnamurthy |
| 2020 | KDD | Off-policy Bandits with Deficient Support. | Noveen Sachdeva, Yi Su, Thorsten Joachims |
| 2019 | CGI | Convenient Tree Species Modeling for Virtual Cities. | Like Gobeawan, Daniel Joseph Wise, Alex Thiam Koon Yee, Sum Thai Wong, Chi-Wan Lim, Ervine Shengwei Lin, Yi Su |
| 2019 | ICML | CAB: Continuous Adaptive Blending for Policy Evaluation and Learning. | Yi Su, Lequn Wang, Michele Santacatterina, Thorsten Joachims |
| 2019 | IGARSS | Ship Detection in Polarimetric Sar Image Based on Similarity Test. | Xing-Chao Cui, Si-Wei Chen, Yi Su |
| 2019 | IGARSS | Impacts of the Anisotropic Irregular Ionosphere on Spaceborne P-Band Synthetic Aperture Radar Imaging. | Yifei Ji, Zhen Dong, Qilei Zhang, Yongsheng Zhang, Dexin Li, Yi Su, Baidong Yao |
| 2018 | ICDCS | NetRS: Cutting Response Latency in Distributed Key-Value Stores with In-Network Replica Selection. | Yi Su, Dan Feng, Yu Hua, Zhan Shi, Tingwei Zhu |
| 2018 | IGARSS | Star Image Simulation and Subpixel Centroiding for an Earth Observing Sensor. | Haopeng Zhang, Yi Su, Bowen Cai, Zhiguo Jiang |
| 2018 | PRICAI | Investigating the Dynamic Decision Mechanisms of Users' Relevance Judgment for Information Retrieval via Log Analysis. | Yi Su, Jingfei Li, Dawei Song, Pengqing Zhang, Yazhou Zhang |
| 2018 | PRICAI | Two-Step Multi-factor Attention Neural Network for Answer Selection. | Pengqing Zhang, Yuexian Hou, Zhan Su, Yi Su |
| 2018 | SIGIR | Modeling Multidimensional User Relevance in IR using Vector Spaces. | Sagar Uprety, Yi Su, Dawei Song, Jingfei Li |
| 2017 | ICNC | Convolutional neural networks for class attendance. | Zhao Pei, Haixing Shang, Yi Su, Miao Ma, Yali Peng |
| 2017 | ICPP | Predicting Response Latency Percentiles for Cloud Object Storage Systems. | Yi Su, Dan Feng, Yu Hua, Zhan Shi |
| 2016 | BSN | A sensor cluster to monitor body kinematics. | Pragna Paladugu, Alejandra Hernandez, Karlie Gross, Yi Su, Ahmet Neseli, Sara Gombatto, Kee S. Moon, Yusuf ztrk |
| 2016 | Interspeech | LSTM-Based NeuroCRFs for Named Entity Recognition. | Marc-Antoine Rondeau, Yi Su |
| 2016 | WSC | Evaluating performance of Critical Chain Project Management to mitigate delays based on different schedule network complexities. | Yi Su, Gunnar Lucko, Richard C. Thompson |
| 2015 | ASRU | Recent improvements to NeuroCRFs for named entity recognition. | Marc-Antoine Rondeau, Yi Su |
| 2015 | GLOBECOM | Low Power Spinal Motion and Muscle Activity Monitor. | Yi Su, Sudhamayee Routhu, Cemanur Aydinalp, Kee S. Moon, Yusuf Ozturk |
| 2015 | ICASSP | Full-rank linear-chain NeuroCRF for sequence labeling. | Marc-Antoine Rondeau, Yi Su |
| 2014 | WSC | Analogies from traffic phenomena to inspire linear scheduling models with singularity functions. | Gunnar Lucko, Yi Su |
| 2013 | HCI | Inconspicuous Personal Computer Protection with Touch-Mouse. | Ming-Chun Huang, Wenyao Xu, Jason J. Liu, Yi Su, Lei He, Majid Sarrafzadeh |
| 2013 | IGARSS | A circular measurement for linearly polarized Ground Penetrating Radar to map subsurface crossing cylinders. | Shiping Zhu, Jian Wang, Yu Li, Yi Su, Motoyuki Sato |
| 2013 | MICCAI | Modeling and Simulation of Soft Tissue Deformation. | Yuping Duan, Weimin Huang, Huibin Chang, Wenyu Chen, Kyaw Kyar Toe, Jiayin Zhou, Tao Yang, Jiang Liu, Soo Kng Teo, Calvin Chi-Wan Lim, Yi Su, Chee-Kong Chui, Stephen K. Y. Chang |
| 2013 | SMC | Right Ventricle Segmentation by Temporal Information Constrained Gradient Vector Flow. | XuLei Yang, Si Yong Yeo, Yi Su, Calvin Chi-Wan Lim, Min Wan, Liang Zhong, Ru-San Tan |
| 2013 | WSC | Novel use of singularity functions to model periodic phenomena in cash flow analysis. | Yi Su, Gunnar Lucko |
| 2012 | IAS | Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training. | Tao Yang, Jiang Liu, Weimin Huang, Yi Su, Liangjing Yang, Chee-Kong Chui, Marcelo H. Ang Jr., Stephen K. Y. Chang |
| 2012 | IGARSS | Design of bow-tie antenna with high radiating efficiency for impulse GPR. | Jian Wang, Yi Su, Chunlin Huang, Min Lu, Yu Li |
| 2012 | MICCAI | 3D Shape Analysis for Liver-Gallbladder Anatomical Structure Retrieval. | Weimin Huang, Wei Xiong, Jiayin Zhou, Jing Zhang, Tao Yang, Jiang Liu, Yi Su, Calvin Chi-Wan Lim, Chee-Kong Chui, Stephen K. Y. Chang |
| 2011 | ICASSP | Bayesian class-based language models. | Yi Su |
| 2010 | GLOBECOM | Towards Efficient, Stable, and Fair Random Access Networks: A Conjectural Equilibrium Approach. | Yi Su, Mihaela van der Schaar |
| 2010 | ICASSP | Language model adaptation using Random Forests. | Anoop Deoras, Frederick Jelinek, Yi Su |
| 2009 | EMNLP | Model Adaptation via Model Interpolation and Boosting for Web Search Ranking. | Jianfeng Gao, Qiang Wu, Chris Burges, Krysta M. Svore, Yi Su, Nazan Khan, Shalin Shah, Hongyan Zhou |
| 2009 | GLOBECOM | Conjectural Equilibrium in Water-Filling Games. | Yi Su, Mihaela van der Schaar |
| 2008 | TAMC | A Separation between Divergence and Holevo Information for Ensembles. | Rahul Jain, Ashwin Nayak, Yi Su |
| 2007 | ASRU | Investigating linguistic knowledge in a maximum entropy token-based language model. | Jia Cui, Yi Su, Keith B. Hall, Frederick Jelinek |
| 2007 | Interspeech | Large-scale random forest language models for speech recognition. | Yi Su, Frederick Jelinek, Sanjeev Khudanpur |
| 2007 | ICTAI | An Affine Invariant Region Detector Using the 4th Differential Invariant. | Hongping Cai, Lin Lei, Yi Su |
| 2005 | Interspeech | Accent detection and speech recognition for Shanghai-accented Mandarin. | Yanli Zheng, Richard Sproat, Liang Gu, Izhak Shafran, Haolang Zhou, Yi Su, Daniel Jurafsky, Rebecca Starr, Su-Youn Yoon |
| 2005 | IGARSS | A new GPR calibration method for high accuracy thickness and permittivity measurement of multi-layered pavement. | Chunlin Huang, Yi Su |
| 2005 | IGARSS | Simulation of SAR image of ship. | Kefeng Ji, Gangyao Kuang, Yi Su, Wenxian Yu |
| 2005 | IGARSS | A real-time back projection imaging algorithm for impulse surface penetrating radar. | Wentai Lei, Chunlin Huang, Yi Su |
| 2005 | IGARSS | Optimization based underground cylindrical objects position and electromagnetic parameters joint reversion. | Wentai Lei, Chunlin Huang, Yi Su |
| 2003 | MICCAI | Brachytherapy Seed Localization from Fluoroscopic Images Using a Statistical Classifier. | Yi Su, Brian J. Davis, Michael G. Herman, Wayne N. LaJoie, Richard A. Robb |
| 2002 | CATA | Characterizing Thermal Devices by Identifying Spectra Using Principal Component Analysis. | Thomas Philip, Yi Su, David L. Monts |
| 2001 | Interspeech | A theme structure method for the ellipsis resolution. | Yinfei Huang, Fang Zheng, Yi Su, Fang Li, Wenhu Wu |
| 2001 | Interspeech | Design of a semantic parser with support to ellipsis resolution in a Chinese spoken language dialogue system. | Yi Su, Fang Zheng, Yinfei Huang |
| 2001 | MICCAI | Full 3D Rigid Body Automatic Motion Correction of MRI Images. | Yi Su, Armando Manduca, Clifford R. Jack Jr., E. Brian Welch, Richard L. Ehman |
| 2000 | WSC | Simulation in financial engineering: importance sampling in derivative securities pricing. | Yi Su, Michael C. Fu |