Scholar
Tao Feng
Google Scholar ID: 3xK6SlIAAAAJ
PhD of UIUC
LLM
GNN
RLHF
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
279
H-index
9
i10-index
9
Publications
20
Co-authors
4
list available
Contact
Email
taofeng2@illinois.edu
GitHub
Open ↗
Publications
6 items
MemReward: Graph-Based Experience Memory for LLM Reward Prediction with Limited Labels
2026
Cited
0
Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory
2026
Cited
0
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
2026
Cited
0
Probing the Knowledge Boundary: An Interactive Agentic Framework for Deep Knowledge Extraction
2026
Cited
0
UniRec: Unified Multimodal Encoding for LLM-Based Recommendations
2026
Cited
0
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey
2026
Cited
0
Resume (English only)
Academic Achievements
Published 'Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning' at NeurIPS 2025
Published 'Graph World Model' and 'Researchtown' at ICML 2025
Published 'Graph of Records' at ACL 2025
Published 'GraphRouter' and 'GraphEval' at ICLR 2025
Released preprints: 'FusionFactory', 'IRanker', and 'Router-R1' in June 2025
Presented 'Thought-Retriever' at ICLR Workshop on How Far Are We From AGI (2024)
Published 'Paper Copilot' in the System Demonstration Track of EMNLP 2024
Multiple papers co-authored with advisor Jiaxuan You and others; several as equal first author
Co-authors
4 total
Jiaxuan You
Assistant Professor, UIUC CS
Yong Li
Professor, Electronic Engineering, Tsinghua University
Haozhen Zhang
Nanyang Technological University
Ge Liu
PhD in CSAIL, MIT; Assistant Professor @ CS, UIUC; Postdoc at IPD, UW
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