Few-shot Action Recognition via Intra- and Inter-Video Information Maximization. - Huabin Liu 001; Weiyao Lin; Tieyuan Chen; Yuxi Li 009; Shuyuan Li; John See (CoRR, 2023)

MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning. - Tieyuan Chen; Huabin Liu 001; Tianyao He; Yihang Chen; Chaofan Gan; Xiao Ma; Cheng Zhong; Yang Zhang; Yingxue Wang; Hui Lin; Weiyao Lin (NeurIPS, 2024)

MECD+: Unlocking Event-Level Causal Graph Discovery for Video Reasoning. - Tieyuan Chen; Huabin Liu 001; Yi Wang; Yihang Chen; Tianyao He; Chaofan Gan; Huanyu He; Weiyao Lin (CoRR, 2025)

CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning. - Tieyuan Chen; Huabin Liu 001; Chern Hong Lim; John See; Xing Gao 005; Junhui Hou; Weiyao Lin (CoRR, 2025)

Contrastive Representation Distillation via Multi-Scale Feature Decoupling. - Cuipeng Wang; Tieyuan Chen; Haipeng Wang (CoRR, 2025)

Unleashing Diffusion Transformers for Visual Correspondence by Modulating Massive Activations. - Chaofan Gan; Yuanpeng Tu; Xi Chen; Tieyuan Chen; Yuxi Li 009; Mehrtash Harandi; Weiyao Lin (CoRR, 2025)

Looking Beyond Visible Cues: Implicit Video Question Answering via Dual-Clue Reasoning. - Tieyuan Chen; Huabin Liu 001; Yi Wang; Chaofan Gan; Mingxi Lyu; Gui Zou; Weiyao Lin (CoRR, 2025)

Grove MoE: Towards Efficient and Superior MoE LLMs with Adjugate Experts. - Haoyuan Wu; Haoxing Chen; Xiaodong Chen; Zhanchao Zhou; Tieyuan Chen; Yihong Zhuang; Guoshan Lu; Zenan Huang; Junbo Zhao; Lin Liu; Zhenzhong Lan; Bei Yu; et al. (CoRR, 2025)