Temporality-guided Masked Image Consistency for Domain Adaptive Video Segmentation. - Zunhao Zhang; Zhenhao Chen; Yifan Shen 004; Dayan Guan; Alex C. Kot (BigMM, 2023)

CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process. - Guangyi Chen 002; Yifan Shen 004; Zhenhao Chen; Xiangchen Song; Yuewen Sun; Weiran Yao; Xiao Liu; Kun Zhang 001 (ICML, 2024)

When and How: Learning Identifiable Latent States for Nonstationary Time Series Forecasting. - Zijian Li 001; Ruichu Cai; Zhenhui Yang; Haiqin Huang; Guangyi Chen 002; Yifan Shen 004; Zhengming Chen; Xiangchen Song; Zhifeng Hao; Kun Zhang 001 (CoRR, 2024)

On the Identification of Temporally Causal Representation with Instantaneous Dependence. - Zijian Li 001; Yifan Shen 004; Kaitao Zheng; Ruichu Cai; Xiangchen Song; Mingming Gong; Zhifeng Hao; Zhengmao Zhu; Guangyi Chen 002; Kun Zhang 001 (CoRR, 2024)

From Orthogonality to Dependency: Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals. - Ruichu Cai; Zhifang Jiang; Zijian Li 001; Weilin Chen 001; Xuexin Chen; Zhifeng Hao; Yifan Shen 004; Guangyi Chen 002; Kun Zhang 001 (CoRR, 2024)

Continual Learning of Nonlinear Independent Representations. - Boyang Sun; Ignavier Ng; Guangyi Chen 002; Yifan Shen 004; Qirong Ho; Kun Zhang 001 (CoRR, 2024)

On the Identification of Temporal Causal Representation with Instantaneous Dependence. - Zijian Li 001; Yifan Shen 004; Kaitao Zheng; Ruichu Cai; Xiangchen Song; Mingming Gong; Guangyi Chen 002; Kun Zhang 001 (ICLR, 2025)

Flow: Modularized Agentic Workflow Automation. - Boye Niu; Yiliao Song; Kai Lian; Yifan Shen 004; Yu Yao 005; Kun Zhang 001; Tongliang Liu (ICLR, 2025)

Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals. - Ruichu Cai; Zhifan Jiang; Kaitao Zheng; Zijian Li 001; Weilin Chen 001; Xuexin Chen; Yifan Shen 004; Guangyi Chen 002; Zhifeng Hao; Kun Zhang 001 (WWW, 2025)

Flow: A Modular Approach to Automated Agentic Workflow Generation. - Boye Niu; Yiliao Song; Kai Lian; Yifan Shen 004; Yu Yao 005; Kun Zhang 001; Tongliang Liu (CoRR, 2025)

Controllable Video Generation with Provable Disentanglement. - Yifan Shen 004; Peiyuan Zhu 001; Zijian Li 001; Shaoan Xie; Zeyu Tang 002; Namrata Deka; Zongfang Liu; Guangyi Chen 002; Kun Zhang 001 (CoRR, 2025)

Reflection-Window Decoding: Text Generation with Selective Refinement. - Zeyu Tang 002; Zhenhao Chen; Loka Li; Xiangchen Song; Yunlong Deng; Yifan Shen 004; Guangyi Chen 002; Peter Spirtes; Kun Zhang 001 (CoRR, 2025)