Publications
See a full list on Google Scholar
Large Language Model
From Image to Textual Prompts: A Plug-and-Play Module for Zero-shot VQA with a Frozen Large Language Model
Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Tiong, Boyang Li, Dacheng Tao, Steven HOI
CVPR, 2023
Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4
Jiaxian Guo, Bo Yang, Paul Yoo, Bill Yuchen Lin, Yusuke Iwasawa, Yutaka Matsuo
(RL+LLMs)@AAAI 2024
3D and Diffusion Models
DreamSparse: Escaping from Plato’s Cave with 2D Diffusion Model Given Sparse Views
Paul Yoo, Jiaxian Guo#, Yutaka Matsuo, Shixiang Shane Gu
Neurips 2023
Paste, Inpaint and Harmonize via Denoising: Subject-Driven Image Editing with Pre-Trained Diffusion Model
Xin Zhang*, Jiaxian Guo*, Paul Yoo Yutaka Matsuo, Yusuke Iwasawa
ICASSP 2024
Text Generation
Long Text Generation via Adversarial Training with Leaked Information
Jiaxian Guo, Sidi Lu, Han Cai, Weinan Zhang, Jun Wang, and Yong Yu
AAAI 2018
Texygen: A Benchmarking Platform for Text Generation Models
Yaoming Zhu, Sidi Lu, Lei Zheng, Jiaxian Guo, Jun Wang, and Yong Yu
SIGIR 2018
Decision-Making and Human-AI Cooperation
A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning
Jiaxian Guo, Mingming Gong and Dacheng Tao
ICLR 2022
Hierarchical Prototypes for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning
Jiaxian Guo, Mingming Gong, Yali Du, Zhen Wang, Dacheng Tao
(under review)
Prescribed Safety Performance Imitation Learning from A Single Expert Dataset
Zhihao Cheng, Li Shen, Miaoxi Zhu, Jiaxian Guo, Meng Fang, Liu Liu, Bo Du, Dacheng Tao
T-PAMI 2023
PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI Coordination
Xingzhou Lou, Jiaxian Guo, Junge Zhang, Jun Wang, Kaiqi Huang, Yali Du
AAMAS 2023
An Efficient End-to-End Training Approach for Zero-Shot Human-AI Coordination
Xue Yan, Jiaxian Guo, Xingzhou Lou, Jun Wang, Haifeng Zhang, Yali Du
Neurips 2023
Domain Adaptation
LTF: A Label Transformation Framework for Correcting Label Shift
Jiaxian Guo, Mingming Gong, Tongliang Liu, Kun Zhang and Dacheng Tao
ICML 2020 (Oral)
Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint
Jiaxian Guo, Jiachen Li, Mingming Gong Huan Fu, Kun Zhang and Dacheng Tao
CVPR 2022
Others
Online Continual Learning with Contrastive Vision Transformer
Zhen Wang, Liu Liu, Yajing Kong, Jiaxian Guo, Dacheng Tao
ECCV 2022
DNQ: Dynamic Network Quantization
Yuhui Xu, Shuai Zhang, Yingyong Qi, Jiaxian Guo, Weiyao Lin, Hongkai Xiong
DCC 2019