Siqi Miao - RankMe

19 papers A* 6Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Towards A Universal Graph Structural Encoder. WWW Jialin Chen, Haolan Zuo, Haoyu Wang, Siqi Miao, Pan Li, Rex Ying
2025	J	`jnl`	Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models. CoRR Haoyu Wang, Peihao Wang, Mufei Li, Shikun Liu, Siqi Miao, Zhangyang Wang, Pan Li
2025	J	`jnl`	Locality-Sensitive Hashing-Based Efficient Point Transformer for Charged Particle Reconstruction. CoRR Shitij Govil, Jack P. Rodgers, Yuan-Tang Chou, Siqi Miao, Amit Saha, Advaith Anand, Kilian Lieret, Gage DeZoort, Mia Liu, Javier M. Duarte, Pan Li, Shih-Chieh Hsu
2025	A*	`conf`	Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation. ICLR Mufei Li, Siqi Miao, Pan Li
2025	J	`jnl`	Towards A Universal Graph Structural Encoder. CoRR Jialin Chen, Haolan Zuo, Haoyu Peter Wang, Siqi Miao, Pan Li, Rex Ying
2025	J	`jnl`	Towards unveiling sensitive and decisive patterns in explainable AI with a case study in geometric deep learning. Nat. Mac. Intell. Jiajun Zhu, Siqi Miao, Rex Ying, Pan Li
2025	J	`jnl`	Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation. CoRR Deyu Zou, Yongqiang Chen, Mufei Li, Siqi Miao, Chenxi Liu, Bo Han, James Cheng, Pan Li
2024	A*	`conf`	GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts. NeurIPS Deyu Zou, Shikun Liu, Siqi Miao, Victor Fung, Shiyu Chang, Pan Li
2024	A*	`conf`	Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics. ICML Siqi Miao, Zhiyuan Lu, Mia Liu, Javier M. Duarte, Pan Li
2024	J	`jnl`	Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics. CoRR Siqi Miao, Zhiyuan Lu, Mia Liu, Javier M. Duarte, Pan Li
2024	J	`jnl`	Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation. CoRR Mufei Li, Siqi Miao, Pan Li
2024	J	`jnl`	Towards Understanding Sensitive and Decisive Patterns in Explainable AI: A Case Study of Model Interpretation in Geometric Deep Learning. CoRR Jiajun Zhu, Siqi Miao, Rex Ying, Pan Li
2024	J	`jnl`	What Can We Learn from State Space Models for Machine Learning on Graphs? CoRR Yinan Huang, Siqi Miao, Pan Li
2023	J	`jnl`	GDL-DS: A Benchmark for Geometric Deep Learning under Distribution Shifts. CoRR Deyu Zou, Shikun Liu, Siqi Miao, Victor Fung, Shiyu Chang, Pan Li
2023	J	`jnl`	High Pileup Particle Tracking with Object Condensation. CoRR Kilian Lieret, Gage DeZoort, Devdoot Chatterjee, Jian Park, Siqi Miao, Pan Li
2023	A*	`conf`	Interpretable Geometric Deep Learning via Learnable Randomness Injection. ICLR Siqi Miao, Yunan Luo, Mia Liu, Pan Li
2022	J	`jnl`	Interpretable Geometric Deep Learning via Learnable Randomness Injection. CoRR Siqi Miao, Yunan Luo, Mia Liu, Pan Li
2022	A*	`conf`	Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism. ICML Siqi Miao, Mia Liu, Pan Li
2022	J	`jnl`	Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism. CoRR Siqi Miao, Miaoyuan Liu, Pan Li