Heat Simulation on Meshless Crafted-Made Shapes. - Auguste De Lambilly; Gabriel Benedetti; Nour Rizk; Hanqi Chen; Siyuan Huang 003; Junnan Qiu; David Louapre; Raphael Granier De Cassagnac; Damien Rohmer (MIG, 2023)

Tailoring Self-Attention for Graph via Rooted Subtrees. - Siyuan Huang 003; Yunchong Song; Jiayue Zhou; Zhouhan Lin (NeurIPS, 2023)

MLLM-DataEngine: An Iterative Refinement Approach for MLLM. - Zhiyuan Zhao; Linke Ouyang; Bin Wang 065; Siyuan Huang 003; Pan Zhang 001; Xiaoyi Dong; Jiaqi Wang 003; Conghui He (CoRR, 2023)

Breaking the Bottleneck on Graphs with Structured State Spaces. - Yunchong Song; Siyuan Huang 003; Jiacheng Cai; Xinbing Wang; Chenghu Zhou; Zhouhan Lin (CIKM, 2024)

Mirror-Consistency: Harnessing Inconsistency in Majority Voting. - Siyuan Huang 003; Zhiyuan Ma; Jintao Du; Changhua Meng; Weiqiang Wang 002; Zhouhan Lin (EMNLP (Findings), 2024)

Graph Parsing Networks. - Yunchong Song; Siyuan Huang 003; Xinbing Wang; Chenghu Zhou; Zhouhan Lin (ICLR, 2024)

Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention. - Siyuan Huang 003; Yunchong Song; Jiayue Zhou; Zhouhan Lin (NeurIPS, 2024)

Gumbel Reranking: Differentiable End-to-End Reranker Optimization. - Siyuan Huang 003; Zhiyuan Ma; Jintao Du; Changhua Meng; Weiqiang Wang; Jingwen Leng; Minyi Guo; Zhouhan Lin (ACL (1), 2025)

Gumbel Reranking: Differentiable End-to-End Reranker Optimization. - Siyuan Huang 003; Zhiyuan Ma; Jintao Du; Changhua Meng; Weiqiang Wang 002; Jingwen Leng; Minyi Guo; Zhouhan Lin (CoRR, 2025)