Kong, Dehan

8 publications

ICLR 2026 VQ-Transplant: Efficient VQ-Module Integration for Pre-Trained Visual Tokenizers Xianghong Fang, Yuan Yuan, Dehan Kong, Tim G. J. Rudner

ICLR 2026 WebFactory: Automated Compression of Foundational Language Intelligence into Grounded Web Agents Sicheng Fan, Qingyun Shi, Shengze Xu, Shengbo Cai, Tieyong Zeng, Li Ling, Yanyi Shang, Dehan Kong

TMLR 2025 The BrowserGym Ecosystem for Web Agent Research Thibault Le Sellier de Chezelles, Maxime Gasse, Alexandre Lacoste, Massimo Caccia, Alexandre Drouin, Léo Boisvert, Megh Thakkar, Tom Marty, Rim Assouel, Sahar Omidi Shayegan, Lawrence Keunho Jang, Xing Han Lù, Ori Yoran, Dehan Kong, Frank F. Xu, Siva Reddy, Graham Neubig, Quentin Cappart, Russ Salakhutdinov, Nicolas Chapados

ICMLW 2024 WebCanvas: Benchmarking Web Agents in Online Environments Yichen Pan, Dehan Kong, Sida Zhou, Cheng Cui, Yifei Leng, Bing Jiang, Hangyu Liu, Yanyi Shang, Shuyan Zhou, Tongshuang Wu, Zhengyang Wu

ICMLW 2024 WebCanvas: Benchmarking Web Agents in Online Environments Yichen Pan, Dehan Kong, Sida Zhou, Cheng Cui, Yifei Leng, Bing Jiang, Hangyu Liu, Yanyi Shang, Shuyan Zhou, Tongshuang Wu, Zhengyang Wu

JMLR 2022 Nonparametric Principal Subspace Regression Yang Zhou, Mark Koudstaal, Dengdeng Yu, Dehan Kong, Fang Yao

JMLR 2021 Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model Meiling Hao, Lianqiang Qu, Dehan Kong, Liuquan Sun, Hongtu Zhu

AISTATS 2018 Outlier Detection and Robust Estimation in Nonparametric Regression Dehan Kong, Howard D. Bondell, Weining Shen