Alert button
Picture for Boyuan Zheng

Boyuan Zheng

Alert button

Scrutinize What We Ignore: Reining Task Representation Shift In Context-Based Offline Meta Reinforcement Learning

Add code
Bookmark button
Alert button
May 20, 2024
Hai Zhang, Boyuan Zheng, Anqi Guo, Tianying Ji, Pheng-Ann Heng, Junqiao Zhao, Lanqing Li

Viaarxiv icon

A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents

Add code
Bookmark button
Alert button
Feb 15, 2024
Lingbo Mo, Zeyi Liao, Boyuan Zheng, Yu Su, Chaowei Xiao, Huan Sun

Viaarxiv icon

Dual-View Visual Contextualization for Web Navigation

Add code
Bookmark button
Alert button
Feb 06, 2024
Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao

Viaarxiv icon

The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts

Add code
Bookmark button
Alert button
Jan 23, 2024
Lingfeng Shen, Weiting Tan, Sihao Chen, Yunmo Chen, Jingyu Zhang, Haoran Xu, Boyuan Zheng, Philipp Koehn, Daniel Khashabi

Viaarxiv icon

GPT-4V(ision) is a Generalist Web Agent, if Grounded

Add code
Bookmark button
Alert button
Jan 03, 2024
Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su

Viaarxiv icon

MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Add code
Bookmark button
Alert button
Nov 27, 2023
Xiang Yue, Yuansheng Ni, Kai Zhang, Tianyu Zheng, Ruoqi Liu, Ge Zhang, Samuel Stevens, Dongfu Jiang, Weiming Ren, Yuxuan Sun, Cong Wei, Botao Yu, Ruibin Yuan, Renliang Sun, Ming Yin, Boyuan Zheng, Zhenzhu Yang, Yibo Liu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen

Viaarxiv icon

Mind2Web: Towards a Generalist Agent for the Web

Add code
Bookmark button
Alert button
Jun 15, 2023
Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samuel Stevens, Boshi Wang, Huan Sun, Yu Su

Figure 1 for Mind2Web: Towards a Generalist Agent for the Web
Figure 2 for Mind2Web: Towards a Generalist Agent for the Web
Figure 3 for Mind2Web: Towards a Generalist Agent for the Web
Figure 4 for Mind2Web: Towards a Generalist Agent for the Web
Viaarxiv icon

Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency

Add code
Bookmark button
Alert button
May 18, 2023
Lingfeng Shen, Weiting Tan, Boyuan Zheng, Daniel Khashabi

Figure 1 for Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency
Figure 2 for Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency
Figure 3 for Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency
Figure 4 for Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency
Viaarxiv icon

Explaining Imitation Learning through Frames

Add code
Bookmark button
Alert button
Jan 03, 2023
Boyuan Zheng, Jianlong Zhou, Chunjie Liu, Yiqiao Li, Fang Chen

Figure 1 for Explaining Imitation Learning through Frames
Figure 2 for Explaining Imitation Learning through Frames
Figure 3 for Explaining Imitation Learning through Frames
Figure 4 for Explaining Imitation Learning through Frames
Viaarxiv icon

Genetic Imitation Learning by Reward Extrapolation

Add code
Bookmark button
Alert button
Jan 03, 2023
Boyuan Zheng, Jianlong Zhou, Fang Chen

Figure 1 for Genetic Imitation Learning by Reward Extrapolation
Figure 2 for Genetic Imitation Learning by Reward Extrapolation
Figure 3 for Genetic Imitation Learning by Reward Extrapolation
Figure 4 for Genetic Imitation Learning by Reward Extrapolation
Viaarxiv icon