Shen, Yifan

12 publications

NeurIPS 2025 CausalVerse: Benchmarking Causal Representation Learning with Configurable High-Fidelity Simulations Guangyi Chen, Yunlong Deng, Peiyuan Zhu, Yan Li, Yifan Shen, Zijian Li, Kun Zhang

NeurIPS 2025 Dimensional Collapse in VQVAEs: Evidence and Remedies Jiayou Zhang, Yifan Shen, Guangyi Chen, Le Song, Eric P. Xing

NeurIPS 2025 Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs Yifan Shen, Yuanzhe Liu, Jingyuan Zhu, Xu Cao, Xiaofeng Zhang, Yixiao He, Wenming Ye, James Matthew Rehg, Ismini Lourentzou

ICLR 2025 Flow: Modularized Agentic Workflow Automation Boye Niu, Yiliao Song, Kai Lian, Yifan Shen, Yu Yao, Kun Zhang, Tongliang Liu

ICLR 2025 On the Identification of Temporal Causal Representation with Instantaneous Dependence Zijian Li, Yifan Shen, Kaitao Zheng, Ruichu Cai, Xiangchen Song, Mingming Gong, Guangyi Chen, Kun Zhang

ICML 2025 Reflection-Window Decoding: Text Generation with Selective Refinement Zeyu Tang, Zhenhao Chen, Xiangchen Song, Loka Li, Yunlong Deng, Yifan Shen, Guangyi Chen, Peter Spirtes, Kun Zhang

AAAI 2025 Towards Adversarially Robust Dataset Distillation by Curvature Regularization Eric Xue, Yijiang Li, Haoyang Liu, Peiran Wang, Yifan Shen, Haohan Wang

NeurIPS 2025 Towards Identifiability of Hierarchical Temporal Causal Representation Learning Zijian Li, Minghao Fu, Junxian Huang, Yifan Shen, Ruichu Cai, Yuewen Sun, Guangyi Chen, Kun Zhang

ICML 2024 CaRiNG: Learning Temporal Causal Representation Under Non-Invertible Generation Process Guangyi Chen, Yifan Shen, Zhenhao Chen, Xiangchen Song, Yuewen Sun, Weiran Yao, Xiao Liu, Kun Zhang

CVPRW 2024 Practical Region-Level Attack Against Segment Anything Models Yifan Shen, Zhengyuan Li, Gang Wang

AAAI 2022 Explainable Survival Analysis with Convolution-Involved Vision Transformer Yifan Shen, Li Liu, Zhihao Tang, Zongyi Chen, Guixiang Ma, Jiyan Dong, Xi Zhang, Lin Yang, Qingfeng Zheng

NeurIPSW 2022 Intention Estimation via Gaze for Robot Guidance in Hierarchical Tasks Yifan Shen, Xiaoyu Mo, Vytas Krisciunas, David Hanson, Bertram E. Shi