Miao, Siqi

8 publications

NeurIPS 2025 Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models Haoyu Peter Wang, Peihao Wang, Mufei Li, Shikun Liu, Siqi Miao, Zhangyang Wang, Pan Li

ICLR 2025 Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li, Siqi Miao, Pan Li

ICLRW 2025 Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li, Siqi Miao, Pan Li

NeurIPS 2024 GeSS: Benchmarking Geometric Deep Learning Under Scientific Applications with Distribution Shifts Deyu Zou, Shikun Liu, Siqi Miao, Victor Fung, Shiyu Chang, Pan Li

ICML 2024 Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics Siqi Miao, Zhiyuan Lu, Mia Liu, Javier Duarte, Pan Li

ICLR 2023 Interpretable Geometric Deep Learning via Learnable Randomness Injection Siqi Miao, Yunan Luo, Mia Liu, Pan Li

NeurIPSW 2022 Interpretable Geometric Deep Learning via Learnable Randomness Injection Siqi Miao, Yunan Luo, Mia Liu, Pan Li

ICML 2022 Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism Siqi Miao, Mia Liu, Pan Li