Dong, Yi

19 publications

ICML 2025 Diverging Preferences: When Do Annotators Disagree and Do Models Know? Michael Jq Zhang, Zhilin Wang, Jena D. Hwang, Yi Dong, Olivier Delalleau, Yejin Choi, Eunsol Choi, Xiang Ren, Valentina Pyatkin

NeurIPS 2025 FALCON: Fine-Grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model Jinwei Hu, Zhenglin Huang, Xiangyu Yin, Wenjie Ruan, Guangliang Cheng, Yi Dong, Xiaowei Huang

ICCV 2025 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

NeurIPS 2025 GenColor: Generative and Expressive Color Enhancement with Pixel-Perfect Texture Preservation Yi Dong, Yuxi Wang, Xianhui Lin, Wenqi Ouyang, Zhiqi Shen, Peiran Ren, Ruoxi Fan, Rynson W. H. Lau

ICLR 2025 HelpSteer2-Preference: Complementing Ratings with Preferences Zhilin Wang, Alexander Bukharin, Olivier Delalleau, Daniel Egert, Gerald Shen, Jiaqi Zeng, Oleksii Kuchaiev, Yi Dong

NeurIPS 2025 HelpSteer3-Preference: Open Human-Annotated Preference Data Across Diverse Tasks and Languages Zhilin Wang, Jiaqi Zeng, Olivier Delalleau, Hoo-Chang Shin, Felipe Soares, Alexander Bukharin, Ellie Evans, Yi Dong, Oleksii Kuchaiev

NeurIPS 2025 ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models Mingjie Liu, Shizhe Diao, Ximing Lu, Jian Hu, Xin Dong, Yejin Choi, Jan Kautz, Yi Dong

AAAI 2024 ChromaFusionNet (CFNet): Natural Fusion of Fine-Grained Color Editing Yi Dong, Yuxi Wang, Ruoxi Fan, Wenqi Ouyang, Zhiqi Shen, Peiran Ren, Xuansong Xie

NeurIPSW 2024 Diverging Preferences: When Do Annotators Disagree and Do Models Know? Michael JQ Zhang, Zhilin Wang, Jena D. Hwang, Yi Dong, Olivier Delalleau, Yejin Choi, Eunsol Choi, Xiang Ren, Valentina Pyatkin

NeurIPS 2024 HelpSteer 2: Open-Source Dataset for Training Top-Performing Reward Models Zhilin Wang, Yi Dong, Olivier Delalleau, Jiaqi Zeng, Gerald Shen, Daniel Egert, Jimmy J. Zhang, Makesh Narsimhan Sreedhar, Oleksii Kuchaiev

ICML 2024 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

IJCAI 2024 SpecAR-Net: Spectrogram Analysis and Representation Network for Time Series Yi Dong, Liwen Zhang, Youcheng Zhang, Shi Peng, Wen Chen, Zhe Ma

ICCV 2023 RSFNet: A White-Box Image Retouching Approach Using Region-Specific Color Filters Wenqi Ouyang, Yi Dong, Xiaoyang Kang, Peiran Ren, Xin Xu, Xuansong Xie

AAAI 2022 EnnCore: End-to-End Conceptual Guarding of Neural Architectures Edoardo Manino, Danilo S. Carvalho, Yi Dong, Julia Rozanova, Xidan Song, Mustafa A. Mustafa, André Freitas, Gavin Brown, Mikel Luján, Xiaowei Huang, Lucas C. Cordeiro

AAAI 2022 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

AAAI 2020 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

WACV 2018 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

CVPRW 2015 A Comparison of Stereo and Multiview 3-D Reconstruction Using Cross-Sensor Satellite Imagery Özge Can Özcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom

CVPRW 2014 Automatic Geo-Location Correction of Satellite Imagery Özge Can Özcanli, Yi Dong, Joseph L. Mundy, Helen F. Webb, Riad I. Hammoud, Victor Tom