Boyuan Zheng

According to our database, Boyuan Zheng authored at least 27 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Imitation Learning: Progress, Taxonomies and Challenges.

Boyuan Zheng, Sunny Verma, Jianlong Zhou, Ivor W. Tsang, Fang Chen

IEEE Trans. Neural Networks Learn. Syst., May, 2024

Nonlinear attitude tracking control for four-wheel-leg-vehicle with series active suspension.

Liang Wu, Boyuan Zheng, Weizhou Zhang, Iljoong Youn, Weiwei Jia

J. Frankl. Inst., 2024

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents.

Boyu Gou, Ruohan Wang, Boyuan Zheng, Yanan Xie, Cheng Chang, Yiheng Shu, Huan Sun, Yu Su

CoRR, 2024

Interpretable Robotic Manipulation from Language.

Boyuan Zheng, Jianlong Zhou, Fang Chen

CoRR, 2024

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

Hai Zhang, Boyuan Zheng, Anqi Guo, Tianying Ji, Pheng-Ann Heng, Junqiao Zhao, Lanqing Li

CoRR, 2024

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

Lingbo Mo, Zeyi Liao, Boyuan Zheng, Yu Su, Chaowei Xiao, Huan Sun

CoRR, 2024

Genetic Imitation Learning by Reward Extrapolation.

Boyuan Zheng, Jianlong Zhou, Jieping Ma, Fang Chen

Proceedings of the International Joint Conference on Neural Networks, 2024

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

Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su

Proceedings of the Forty-first International Conference on Machine Learning, 2024

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

Xiang Yue, Yuansheng Ni, Tianyu Zheng, Kai Zhang, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Dual-View Visual Contextualization for Web Navigation.

Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

Lingfeng Shen, Weiting Tan, Sihao Chen, Yunmo Chen, Jingyu Zhang, Haoran Xu, Boyuan Zheng, Philipp Koehn, Daniel Khashabi

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Multilingual Coreference Resolution in Multiparty Dialogue.

Boyuan Zheng, Patrick Xia, Mahsa Yarmohammadi, Benjamin Van Durme

Trans. Assoc. Comput. Linguistics, 2023

Mind2Web: Towards a Generalist Agent for the Web.

Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samuel Stevens, Boshi Wang, Huan Sun, Yu Su

CoRR, 2023

Genetic Imitation Learning by Reward Extrapolation.

Boyuan Zheng, Jianlong Zhou, Fang Chen

CoRR, 2023

Explaining Imitation Learning through Frames.

Boyuan Zheng, Jianlong Zhou, Chunjie Liu, Yiqiao Li, Fang Chen

CoRR, 2023

GANExplainer: GAN-based Graph Neural Networks Explainer.

Yiqiao Li, Jianlong Zhou, Boyuan Zheng, Fang Chen

CoRR, 2023

Mind2Web: Towards a Generalist Agent for the Web.

Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samual Stevens, Boshi Wang, Huan Sun, Yu Su

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Effects of Uncertainty and Knowledge Graph on Perception of Fairness.

Jianlong Zhou, Boyuan Zheng, Fang Chen

Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency.

Lingfeng Shen, Weiting Tan, Boyuan Zheng, Daniel Khashabi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Torque Ripple Suppression Based on Optimal Harmonic Current Injection in Dual Three-Phase PMSMs Under Magnetic Saturation.

Boyuan Zheng, Jibin Zou, Yongxiang Xu, Xiaoyu Lang, Guodong Yu

IEEE Trans. Ind. Electron., 2022

Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation.

Yukun Feng, Feng Li, Ziang Song, Boyuan Zheng, Philipp Koehn

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

An Empirical Study on Finding Spans.

Weiwei Gu, Boyuan Zheng, Yunmo Chen, Tongfei Chen, Benjamin Van Durme

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Imitation Learning: Progress, Taxonomies and Opportunities.

Boyuan Zheng, Sunny Verma, Jianlong Zhou, Ivor W. Tsang, Fang Chen

CoRR, 2021

SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning.

Boyuan Zheng, Xiaoyu Yang, Yu-Ping Ruan, Zhen-Hua Ling, Quan Liu, Si Wei, Xiaodan Zhu

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Exploring Generalization Ability of Pretrained Language Models on Arithmetic and Logical Reasoning.

Cunxiang Wang, Boyuan Zheng, Yuchen Niu, Yue Zhang

Proceedings of the Natural Language Processing and Chinese Computing, 2021

2020

Sucker Rod Pump Working State Diagnosis Using Motor Data and Hidden Conditional Random Fields.

Boyuan Zheng, Xianwen Gao, Rong Pan

IEEE Trans. Ind. Electron., 2020

2018

Diagnosis of sucker rod pumping based on dynamometer card decomposition and hidden Markov model.

Boyuan Zheng, Xianwen Gao

Trans. Inst. Meas. Control, 2018