Shibo Hao

Ph.D. student at UCSD

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Hi, I am Shibo Hao, a Ph.D. student at UC San Diego, Halıcıoğlu Data Science Institute (HDSI). My advisor is Professor Zhiting Hu. Previously, I obtained my B.S. degree in Computer Science from Peking University.

My research interest lies in large language models (LLMs). Specifically, I aim to design principled methods to enhance the reasoning ability of LLMs (Reasoning-via-planning, LLM Reasoners), augment LLMs with external tools (ToolkenGPT), and interpret the knowledge of language models (BertNet). My goal is to create general autonomous agents based on foundation models, which will possess the ability to perceive, take actions, and learn from their embodied environments.

News

May 24, 2024 Check out 𝒫𝒶𝓃𝒹𝑜𝓇𝒶, our new work towards a general world model 🌎
Apr 8, 2024 LLM Reasoners is accepted to ICLR 2024 LLM Agent workshop.
Nov 17, 2023 Our paper ToolkenGPT received the best paper award at SoCalNLP 2023🎉!
Oct 25, 2023 Reasoning via Planning (RAP) has been featured in State of AI Report 2023.
Oct 8, 2023 Reasoning via Planning (RAP) is accepted to EMNLP 2023!
Sep 22, 2023 Excited to share that ToolkenGPT is accepted to NeurIPS 2023 as an oral presentation!

Selected publications

2024

  1. Preprint
    Fangxu Yu, Lai Jiang, Haoqiang Kang, Shibo Hao, and Lianhui Qin
    2024
  2. Preprint
    Jiannan Xiang, Guangyi Liu, Yi Gu, Qiyue Gao, Yuting Ning, Yuheng Zha, Zeyu Feng, Tianhua Tao, Shibo Hao, Yemin Shi, Zhengzhong Liu, Eric P. Xing, and Zhiting Hu
    2024
  3. Preprint
    Shibo Hao*, Yi Gu*, Haotian Luo*, Tianyang Liu, Xiyan Shao, Xinyuan Wang, Shuhua Xie, Haodi Ma, Adithya Samavedhi, Qiyue Gao, Zhen Wang, and Zhiting Hu
    In ICLR 2024 Workshop on Large Language Model (LLM) Agents, 2024

2023

  1. NeurIPS
    Shibo Hao, Tianyang Liu, Zhen Wang, and Zhiting Hu
    Advances in Neural Information Processing Systems (oral), 2023
    Best Paper Award at SoCalNLP 2023
  2. EMNLP
    Shibo Hao*, Yi Gu*, Haodi Ma, Joshua Jiahua Hong, Zhen Wang, Daisy Zhe Wang, and Zhiting Hu
    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
    Featured in State of AI Report 2023
    Also to appear at GenPlan workshop at NeurIPS 2023
  3. ACL
    Shibo Hao*, Bowen Tan*, Kaiwen Tang*, Bin Ni, Xiyan Shao, Hengzhe Zhang, Eric Xing, and Zhiting Hu
    In Findings of the Association for Computational Linguistics: ACL 2023, 2023