ReToken: One Token to Improve Vision-Language Models for Visual Retrieval
Yao Xiao, Reuben Tan, Zhen Zhu, Yuqun Wu, Jianfeng Gao, Derek Hoiem
July 2026
arXiv | July 2026
Reuben Tan
Publications
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Building Agent Harnesses for Scientific Curation from Multimodal Sources
Sheng Zhang, Qin Liu, Renqian Luo, Shufang Xie, Reuben Tan, Shelby Hayes, Gregory S. Bryman, Wendong Ge, Roxanne Zhang, O. Egbelowo, Kelly Yee, Hoifung Poon
June 2026
arXiv | June 2026
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Diversity Over Frequency: Rethinking Tool Use in Visual Chain-of-Thought Agents
Donghyun Kim, Reuben Tan, Donghyun Kim
ICML 2026 | May 2026
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Learning Sparse Visual Representations via Spatial-Semantic Factorization
Theodore Zhao, Sid Kiblawi, Jianwei Yang, Naoto Usuyama, Reuben Tan, Noel Codella, Tristan Naumann, Hoifung Poon, Mu-Hsin Wei
ICML 2026 | February 2026
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GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin 林庆维, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao
NeurIPS 2025 | December 2025
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Multimodal Reinforcement Learning with Adaptive Verifier for AI Agents
Reuben Tan, Baolin Peng, Zhengyuan Yang, Hao Cheng, Oier Mees, T. Zhao, Andrea Tupini, Isar Meijier, Qianhui Wu, Yuncong Yang, Lars Liden, Yuxuan Gu, Shengyu Zhang, Xiaodong Liu, Lijuan Wang, Marc Pollefeys, Yong Jae Lee, Jianfeng Gao
December 2025
arXiv | December 2025
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Building Agent Harnesses for Scientific Curation from Multimodal Sources
Sheng Zhang, Qin Liu, Renqian Luo, Shufang Xie, Reuben Tan, Shelby Hayes, Gregory S. Bryman, Wendong Ge, Roxanne Zhang, O. Egbelowo, Kelly Yee, Hoifung Poon
June 2026
arXiv | June 2026
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Diversity Over Frequency: Rethinking Tool Use in Visual Chain-of-Thought Agents
Donghyun Kim, Reuben Tan, Donghyun Kim
ICML 2026 | May 2026
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Learning Sparse Visual Representations via Spatial-Semantic Factorization
Theodore Zhao, Sid Kiblawi, Jianwei Yang, Naoto Usuyama, Reuben Tan, Noel Codella, Tristan Naumann, Hoifung Poon, Mu-Hsin Wei
ICML 2026 | February 2026
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Multimodal Reinforcement Learning with Adaptive Verifier for AI Agents
Reuben Tan, Baolin Peng, Zhengyuan Yang, Hao Cheng, Oier Mees, T. Zhao, Andrea Tupini, Isar Meijier, Qianhui Wu, Yuncong Yang, Lars Liden, Yuxuan Gu, Shengyu Zhang, Xiaodong Liu, Lijuan Wang, Marc Pollefeys, Yong Jae Lee, Jianfeng Gao
December 2025
arXiv | December 2025
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GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin 林庆维, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao
NeurIPS 2025 | December 2025
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ReToken: One Token to Improve Vision-Language Models for Visual Retrieval
Yao Xiao, Reuben Tan, Zhen Zhu, Yuqun Wu, Jianfeng Gao, Derek Hoiem
July 2026
arXiv | July 2026
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Diversity Over Frequency: Rethinking Tool Use in Visual Chain-of-Thought Agents
Donghyun Kim, Reuben Tan, Donghyun Kim
ICML 2026 | May 2026
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Multimodal Reinforcement Learning with Adaptive Verifier for AI Agents
Reuben Tan, Baolin Peng, Zhengyuan Yang, Hao Cheng, Oier Mees, T. Zhao, Andrea Tupini, Isar Meijier, Qianhui Wu, Yuncong Yang, Lars Liden, Yuxuan Gu, Shengyu Zhang, Xiaodong Liu, Lijuan Wang, Marc Pollefeys, Yong Jae Lee, Jianfeng Gao
December 2025
arXiv | December 2025
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GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin 林庆维, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao
NeurIPS 2025 | December 2025
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Building Agent Harnesses for Scientific Curation from Multimodal Sources
Sheng Zhang, Qin Liu, Renqian Luo, Shufang Xie, Reuben Tan, Shelby Hayes, Gregory S. Bryman, Wendong Ge, Roxanne Zhang, O. Egbelowo, Kelly Yee, Hoifung Poon
June 2026
arXiv | June 2026
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GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin 林庆维, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao
NeurIPS 2025 | December 2025
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ReToken: One Token to Improve Vision-Language Models for Visual Retrieval
Yao Xiao, Reuben Tan, Zhen Zhu, Yuqun Wu, Jianfeng Gao, Derek Hoiem
July 2026
arXiv | July 2026
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Building Agent Harnesses for Scientific Curation from Multimodal Sources
Sheng Zhang, Qin Liu, Renqian Luo, Shufang Xie, Reuben Tan, Shelby Hayes, Gregory S. Bryman, Wendong Ge, Roxanne Zhang, O. Egbelowo, Kelly Yee, Hoifung Poon
June 2026
arXiv | June 2026
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Multimodal Reinforcement Learning with Adaptive Verifier for AI Agents
Reuben Tan, Baolin Peng, Zhengyuan Yang, Hao Cheng, Oier Mees, T. Zhao, Andrea Tupini, Isar Meijier, Qianhui Wu, Yuncong Yang, Lars Liden, Yuxuan Gu, Shengyu Zhang, Xiaodong Liu, Lijuan Wang, Marc Pollefeys, Yong Jae Lee, Jianfeng Gao
December 2025
arXiv | December 2025
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Diversity Over Frequency: Rethinking Tool Use in Visual Chain-of-Thought Agents
Donghyun Kim, Reuben Tan, Donghyun Kim
ICML 2026 | May 2026
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Learning Sparse Visual Representations via Spatial-Semantic Factorization
Theodore Zhao, Sid Kiblawi, Jianwei Yang, Naoto Usuyama, Reuben Tan, Noel Codella, Tristan Naumann, Hoifung Poon, Mu-Hsin Wei
ICML 2026 | February 2026
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GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin 林庆维, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao
NeurIPS 2025 | December 2025
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