影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
23.9/100
前 33.2%
全站排名 #21,371
发表论文8 篇
平均评分
年均产出2.7 篇/年
Siqi Miao
研究方向
Machine Learning · Graph Neural Networks · Geometric Deep Learning · AI4Science
16
Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation
ICLR 2026Rejected
10
Baleen: Self‑Interpretable, Robust SSMs with Stochastic Selective Memory
ICLR 2026Rejected
5
Can LLM Agents Assist Dynamic Network Simulation? A Case Study on Email Networks and Phishing Synthesis
ICLR 2026Withdrawn
一作17
Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models
NeurIPS 2025Poster
35
Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
ICLR 2025Poster
二作23
GFSE: A Foundational Model For Graph Structural Encoding
ICLR 2025Rejected
23
What Can We Learn from State Space Models for Machine Learning on Graphs?
ICLR 2025Rejected
二作