| 2026 | AAAI | Tapas Are Free! Training-Free Adaptation of Programmatic Agents via LLM-Guided Program Synthesis in Dynamic Environments. | Jinwei Hu, Yi Dong, Youcheng Sun, Xiaowei Huang |
| 2026 | ACL | Lying with Truths: Open-Channel Multi-Agent Collusion for Belief Manipulation via Generative Montage. | Jinwei Hu, Xinmiao Huang, Youcheng Sun, Yi Dong, Xiaowei Huang |
| 2026 | ACL | Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training. | Changhao Jiang, Ming Zhang, Yifei Cao, Junjie Ye, Xiaoran Fan, Shihan Dou, Zhiheng Xi, Jiajun Sun, Yi Dong, Yujiong Shen, Jingqi Tong, Baoyu Fan, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2026 | ACL | Chain-of-Thought as a Lens: Evaluating Structured Reasoning Alignment between Human Preferences and Large Language Models. | Boxuan Wang, Zhuoyun Li, Xinmiao Huang, Xiaowei Huang, Yi Dong |
| 2025 | ACL | HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks. | Zhilin Wang, Jiaqi Zeng, Olivier Delalleau, Daniel Egert, Ellie Evans, Hoo-Chang Shin, Felipe Soares, Yi Dong, Oleksii Kuchaiev |
| 2025 | ACL | PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts. | Ming Zhang, Yuhui Wang, Yujiong Shen, Tingyi Yang, Changhao Jiang, Yilong Wu, Shihan Dou, Qinhao Chen, Zhiheng Xi, Zhihao Zhang, Yi Dong, Zhen Wang, Zhihui Fei, Mingyang Wan, Tao Liang, Guojun Ma, Qi Zhang, Tao Gui, Xuanjing Huang |
| 2025 | ICCV | Feature Purification Matters: Suppressing Outlier Propagation for Training-Free Open-Vocabulary Semantic Segmentation. | Shuo Jin, Siyue Yu, Bingfeng Zhang, Mingjie Sun, Yi Dong, Jimin Xiao |
| 2025 | ICLR | HelpSteer2-Preference: Complementing Ratings with Preferences. | Zhilin Wang, Alexander Bukharin, Olivier Delalleau, Daniel Egert, Gerald Shen, Jiaqi Zeng, Oleksii Kuchaiev, Yi Dong |
| 2025 | ICML | Diverging Preferences: When do Annotators Disagree and do Models Know? | Michael J. Q. Zhang, Zhilin Wang, Jena D. Hwang, Yi Dong, Olivier Delalleau, Yejin Choi, Eunsol Choi, Xiang Ren, Valentina Pyatkin |
| 2025 | ICNP | Energy-Efficient Federated Learning via Dynamic Distillation and Cloud-Network Collaboration. | Yihan Chen, Haowen Xu, Yi Dong, Benteng Zhang, Xiaoming He, Miao Du, Yingchi Mao |
| 2025 | IROS | Affine-SLAM: A closed-form solution to the landmark-SLAM via affine relaxation. | Shaoran Yang, Yi Dong |
| 2025 | MICCAI | 3D Dynamic Prediction of Missing Teeth in Diverse Patterns via Centroid-Prompted Diffusion Model. | Zongrui Ji, Na Li, Peng Xue, Yi Dong, Lei Ma |
| 2024 | AAAI | ChromaFusionNet (CFNet): Natural Fusion of Fine-Grained Color Editing. | Yi Dong, Yuxi Wang, Ruoxi Fan, Wenqi Ouyang, Zhiqi Shen, Peiran Ren, Xuansong Xie |
| 2024 | ICML | Position: Building Guardrails for Large Language Models Requires Systematic Design. | Yi Dong, Ronghui Mu, Gaojie Jin, Yi Qi, Jinwei Hu, Xingyu Zhao, Jie Meng, Wenjie Ruan, Xiaowei Huang |
| 2024 | ICNP | Following the Compass: LLM-Empowered Intent Translation with Manual Guidance. | Lingqi Guo, Jingyu Wang, Jianyu Wu, Caijun Yan, Haifeng Sun, Zirui Zhuang, Qi Qi, Yi Dong, Haibao Ren, Jianxin Liao |
| 2024 | IJCAI | SpecAR-Net: Spectrogram Analysis and Representation Network for Time Series. | Yi Dong, Liwen Zhang, Youcheng Zhang, Shi Peng, Wen Chen, Zhe Ma |
| 2024 | NAACL | HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM. | Zhilin Wang, Yi Dong, Jiaqi Zeng, Virginia Adams, Makesh Narsimhan Sreedhar, Daniel Egert, Olivier Delalleau, Jane Polak Scowcroft, Neel Kant, Aidan Swope, Oleksii Kuchaiev |
| 2024 | SiggraphA | I2VEdit: First-Frame-Guided Video Editing via Image-to-Video Diffusion Models. | Wenqi Ouyang, Yi Dong, Lei Yang, Jianlou Si, Xingang Pan |
| 2023 | EMNLP | SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF. | Yi Dong, Zhilin Wang, Makesh Narsimhan Sreedhar, Xianchao Wu, Oleksii Kuchaiev |
| 2023 | EMNLP | Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study. | Boxin Wang, Wei Ping, Peng Xu, Lawrence McAfee, Zihan Liu, Mohammad Shoeybi, Yi Dong, Oleksii Kuchaiev, Bo Li, Chaowei Xiao, Anima Anandkumar, Bryan Catanzaro |
| 2023 | ICCV | RSFNet: A White-Box Image Retouching Approach using Region-Specific Color Filters. | Wenqi Ouyang, Yi Dong, Xiaoyang Kang, Peiran Ren, Xin Xu, Xuansong Xie |
| 2022 | AAAI | Imbalance-Aware Uplift Modeling for Observational Data. | Xuanying Chen, Zhining Liu, Li Yu, Liuyi Yao, Wenpeng Zhang, Yi Dong, Lihong Gu, Xiaodong Zeng, Yize Tan, Jinjie Gu |
| 2022 | AAAI | EnnCore: End-to-End Conceptual Guarding of Neural Architectures. | Edoardo Manino, Danilo S. Carvalho, Yi Dong, Julia Rozanova, Xidan Song, Mustafa A. Mustafa, Andr Freitas, Gavin Brown, Mikel Lujn, Xiaowei Huang, Lucas C. Cordeiro |
| 2022 | IROS | Dependability Analysis of Deep Reinforcement Learning based Robotics and Autonomous Systems through Probabilistic Model Checking. | Yi Dong, Xingyu Zhao, Xiaowei Huang |
| 2022 | KDD | Non-stationary Time-aware Kernelized Attention for Temporal Event Prediction. | Yu Ma, Zhining Liu, Chenyi Zhuang, Yize Tan, Yi Dong, Wenliang Zhong, Jinjie Gu |
| 2021 | DSN | Detecting Operational Adversarial Examples for Reliable Deep Learning. | Xingyu Zhao, Wei Huang, Sven Schewe, Yi Dong, Xiaowei Huang |
| 2020 | AAAI | Generating Engaging Promotional Videos for E-commerce Platforms (Student Abstract). | Chang Liu, Han Yu, Yi Dong, Zhiqi Shen, Yingxue Yu, Ian Dixon, Zhanning Gao, Pan Wang, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao |
| 2019 | CIKM | Generating Persuasive Visual Storylines for Promotional Videos. | Chang Liu, Yi Dong, Han Yu, Zhiqi Shen, Zhanning Gao, Pan Wang, Changgong Zhang, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao |
| 2019 | IWDW | A Motion Vector-Based Steganographic Algorithm for HEVC with MTB Mapping Strategy. | Mengyuan Guo, Tanfeng Sun, Xinghao Jiang, Yi Dong, Ke Xu |
| 2018 | HCI | Personalized Emotion-Aware Video Streaming for the Elderly. | Yi Dong, Han Hu, Yonggang Wen, Han Yu, Chunyan Miao |
| 2018 | IECON | A Two-Stage Economic Optimization and Predictive Control for EV Microgrid. | Yuanyuan Zou, Shaoyuan Li, Yi Dong, Yugang Niu |
| 2018 | ITS | How Are Students' Emotions Associated with the Accuracy of Their Note Taking and Summarizing During Learning with ITSs? | Michelle Taub, Nicholas V. Mudrick, Ramkumar Rajendran, Yi Dong, Gautam Biswas, Roger Azevedo |
| 2018 | IWDW | A High Capacity HEVC Steganographic Algorithm Using Intra Prediction Modes in Multi-sized Prediction Blocks. | Yi Dong, Tanfeng Sun, Xinghao Jiang |
| 2018 | PAKDD | Community Discovery Based on Social Relations and Temporal-Spatial Topics in LBSNs. | Shuai Xu, Jiuxin Cao, Xuelin Zhu, Yi Dong, Bo Liu |
| 2018 | WSC | Generalized method of moments Approach to Hyperparameter estimation for Gaussian Markov Random Fields. | Eunhye Song, Yi Dong |
| 2018 | WACV | SatTel: A Framework for Commercial Satellite Imagery Exploitation. | Andrew D. Gilliam, Thomas B. Pollard, Andrew Neff, Yi Dong, Scott Sorensen, Robert Wagner, Selene Chew, Todd V. Rovito, Joseph L. Mundy |
| 2017 | AIED | Characterizing Students' Learning Behaviors Using Unsupervised Learning Methods. | Ningyu Zhang, Gautam Biswas, Yi Dong |
| 2017 | EDM | An Extended Learner Modeling Method to Assess Students' Learning Behaviors. | Yi Dong, Gautam Biswas |
| 2017 | IWDW | Coding Efficiency Preserving Steganography Based on HEVC Steganographic Channel Model. | Yi Dong, Xinghao Jiang, Tanfeng Sun, Dawen Xu |
| 2017 | IWDW | HEVC Double Compression Detection Based on SN-PUPM Feature. | Qianyi Xu, Tanfeng Sun, Xinghao Jiang, Yi Dong |
| 2016 | EDM | Comparison of Selection Criteria for Multi-Feature Hierarchical Activity Mining in Open Ended Learning Environments. | Yi Dong, John S. Kinnebrew, Gautam Biswas |
| 2015 | CVPR | A comparison of stereo and multiview 3-D reconstruction using cross-sensor satellite imagery. | zge Can zcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom |
| 2015 | PCS | Energy efficient virtual machine consolidation in mobile media cloud. | Yi Dong, Liang Zhou, Jianxin Chen, Baoyu Zheng, Jingwu Cui |
| 2014 | CVPR | Automatic Geo-location Correction of Satellite Imagery. | zge Can zcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom |
| 2013 | HPCC | Content Delivery Networks in the Cloud with Distributed Edge Servers. | Parag Panchal, Nikhil Meenakshaiah Ramaswamy, Xiao Su, Yi Dong |
| 2012 | ICARCV | Leader-following rendezvous with connectivity preservation of single-integrator multi-agent systems. | Yi Dong, Jie Huang |
| 2011 | CISS | Event-related simulation of neural processing in complex visual scenes. | Stefan Mihalas, Yi Dong, Rdiger von der Heydt, Ernst Niebur |