Chen, Zhi

31 publications

TMLR 2025 Adaptive Multi-Step Refinement Network for Robust Point Cloud Registration Zhi Chen, Yufan Ren, Tong Zhang, Zheng Dang, Wenbing Tao, Sabine Susstrunk, Mathieu Salzmann

AAAI 2025 Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation Zhiqi Yu, Zhichao Liao, Jingjing Li, Zhi Chen, Lei Zhu

IJCAI 2025 On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning Tianqi Wang, Jingcai Guo, Depeng Li, Zhi Chen

ICCV 2025 SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning Zhi Chen, Zecheng Zhao, Jingcai Guo, Jingjing Li, Zi Huang

ICML 2025 Sundial: A Family of Highly Capable Time Series Foundation Models Yong Liu, Guo Qin, Zhiyuan Shi, Zhi Chen, Caiyin Yang, Xiangdong Huang, Jianmin Wang, Mingsheng Long

NeurIPS 2025 Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations Da Ma, Gonghu Shang, Zhi Chen, Libo Qin, Yijie Luo, Hongshen Xu, Lei Pan, Shuai Fan, Kai Yu, Lu Chen

NeurIPS 2025 Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought Zihui Cheng, Qiguang Chen, Xiao Xu, Jiaqi Wang, Weiyun Wang, Hao Fei, Yidong Wang, Alex Jinpeng Wang, Zhi Chen, Wanxiang Che, Libo Qin

NeurIPS 2024 DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection Jia Syuen Lim, Zhuoxiao Chen, Mahsa Baktashmotlagh, Zhi Chen, Xin Yu, Zi Huang, Yadan Luo

NeurIPS 2024 FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making Yangyang Yu, Zhiyuan Yao, Haohang Li, Zhiyang Deng, Yuechen Jiang, Yupeng Cao, Zhi Chen, Jordan W. Suchow, Zhenyu Cui, Rong Liu, Zhaozhuo Xu, Denghui Zhang, Koduvayur Subbalakshmi, Guojun Xiong, Yueru He, Jimin Huang, Dong Li, Qianqian Xie

ICLRW 2024 FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design Haohang Li, Yangyang Yu, Zhi Chen, Yuechen Jiang, Yang Li, Denghui Zhang, Rong Liu, Jordan W. Suchow, Khaldoun Khashanah

ICML 2024 Linear Alignment: A Closed-Form Solution for Aligning Human Preferences Without Tuning and Feedback Songyang Gao, Qiming Ge, Wei Shen, Shihan Dou, Junjie Ye, Xiao Wang, Rui Zheng, Yicheng Zou, Zhi Chen, Hang Yan, Qi Zhang, Dahua Lin

AISTATS 2024 Sparse and Faithful Explanations Without Sparse Models Yiyang Sun, Zhi Chen, Vittorio Orlandi, Tong Wang, Cynthia Rudin

NeurIPS 2024 What Factors Affect Multi-Modal In-Context Learning? an In-Depth Exploration Libo Qin, Qiguang Chen, Hao Fei, Zhi Chen, Min Li, Wanxiang Che

NeurIPS 2023 Exploring and Interacting with the Set of Good Sparse Generalized Additive Models Chudi Zhong, Zhi Chen, Jiachang Liu, Margo Seltzer, Cynthia Rudin

CHIL 2023 Missing Values and Imputation in Healthcare Data: Can Interpretable Machine Learning Help? Zhi Chen, Sarah Tan, Urszula Chajewska, Cynthia Rudin, Rich Caruna

ICML 2023 Provable Multi-Instance Deep AUC Maximization with Stochastic Pooling Dixian Zhu, Bokun Wang, Zhi Chen, Yaxing Wang, Milan Sonka, Xiaodong Wu, Tianbao Yang

ICML 2023 Robust Satisficing MDPs Haolin Ruan, Siyu Zhou, Zhi Chen, Chin Pang Ho

AAAI 2022 DeTarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration Zhi Chen, Fan Yang, Wenbing Tao

CVPR 2022 Distinguishing Unseen from Seen for Generalized Zero-Shot Learning Hongzu Su, Jingjing Li, Zhi Chen, Lei Zhu, Ke Lu

NeurIPS 2022 Exploring the Whole Rashomon Set of Sparse Decision Trees Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo Seltzer, Cynthia Rudin

NeurIPS 2022 One-Inlier Is First: Towards Efficient Position Encoding for Point Cloud Registration Fan Yang, Lin Guo, Zhi Chen, Wenbing Tao

CVPR 2022 SC2-PCR: A Second Order Spatial Compatibility for Efficient and Robust Point Cloud Registration Zhi Chen, Kun Sun, Fan Yang, Wenbing Tao

AAAI 2022 Shape Prior Guided Attack: Sparser Perturbations on 3D Point Clouds Zhenbo Shi, Zhi Chen, Zhenbo Xu, Wei Yang, Zhidong Yu, Liusheng Huang

CVPRW 2022 Z-Domain Entropy Adaptable Flex for Semi-Supervised Action Recognition in the Dark Zhi Chen, Zijun Fan, Yongjie Li, Huaien Gao, Shan Lin

AAAI 2021 Cascade Network with Guided Loss and Hybrid Attention for Finding Good Correspondences Zhi Chen, Fan Yang, Wenbing Tao

ICCV 2021 Continuous Copy-Paste for One-Stage Multi-Object Tracking and Segmentation Zhenbo Xu, Ajin Meng, Zhenbo Shi, Wei Yang, Zhi Chen, Liusheng Huang

ICCV 2021 Revealing the Reciprocal Relations Between Self-Supervised Stereo and Monocular Depth Estimation Zhi Chen, Xiaoqing Ye, Wei Yang, Zhenbo Xu, Xiao Tan, Zhikang Zou, Errui Ding, Xinming Zhang, Liusheng Huang

ICCV 2021 Semantics Disentangling for Generalized Zero-Shot Learning Zhi Chen, Yadan Luo, Ruihong Qiu, Sen Wang, Zi Huang, Jingjing Li, Zheng Zhang

WACV 2020 CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language Zhi Chen, Jingjing Li, Yadan Luo, Zi Huang, Yang Yang

AAAI 2020 Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders Yanbin Zhao, Lu Chen, Zhi Chen, Kai Yu

ICML 2017 Adversarial Feature Matching for Text Generation Yizhe Zhang, Zhe Gan, Kai Fan, Zhi Chen, Ricardo Henao, Dinghan Shen, Lawrence Carin