影响力指数

59.65/100

前 4.9%

全站排名 #3,158

发表论文14 篇

平均评分5.0

年均产出4.7 篇/年

Sihong Xie

Associate Professor@HKUST-GZ·中国·OpenReview

研究方向

robotics · medical data analysis · graph foundation models · uncertainty quantification · LLM · robustness · explainability · reinforcement learning · fairness

5.0

Improving Safe Offline Reinforcement Learning via Dual-Guide Diffuser

ICLR 2026Rejected

通讯

4.5

SSFO: Self-Supervised Faithfulness Optimization for Retrieval-Augmented Generation

ICLR 2026Withdrawn

通讯

4.0

RAG-3DSG: Enhancing 3D Scene Graphs with Re-Shot Guided Retrieval-Augmented Generation

ICLR 2026Withdrawn

通讯

7.3

Robust Explanations of Graph Neural Networks via Graph Curvatures

NeurIPS 2025Poster

三作

6.7

Wasserstein-Regularized Conformal Prediction under General Distribution Shift

ICLR 2025Poster

通讯

6.0

Explanations of GNN on Evolving Graphs via Axiomatic Layer edges

合作者 (20)

Parvathinathan Venkitasubramaniam

2 篇

Sihong Xie

Improving Safe Offline Reinforcement Learning via Dual-Guide Diffuser

SSFO: Self-Supervised Faithfulness Optimization for Retrieval-Augmented Generation

Towards the Explainability of Temporal Graph Networks via Memory Backtracking

HSRL: Hierarchical Spatial Reasoning with Large Language Model

Information Flow Reveals When to Trust Language Models

Distributionally Robust Conditional Conformal Prediction

RAG-3DSG: Enhancing 3D Scene Graphs with Re-Shot Guided Retrieval-Augmented Generation

Robust Explanations of Graph Neural Networks via Graph Curvatures

Wasserstein-Regularized Conformal Prediction under General Distribution Shift

Explanations of GNN on Evolving Graphs via Axiomatic Layer edges