Scholar
Justin Chih-Yao Chen
Google Scholar ID: ODoG9isAAAAJ
UNC Chapel Hill
Natural Language Processing
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Citations & Impact
All-time
Citations
439
H-index
9
i10-index
9
Publications
17
Co-authors
6
list available
Contact
Email
cychen@cs.unc.edu
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Publications
18 items
Balancing Memory Pathways: Analyzing and Improving Memory Utilization in Hybrid LMs
2026
Cited
0
TeleTune: Evolving Agent Skills From Offline Telemetry
2026
Cited
0
A History-Aware Visually Grounded Critic for Computer Use Agents
2026
Cited
0
GPU Forecasters: Language Models as Selective Surrogates for Kernel Runtime Optimization
2026
Cited
0
Agent-BRACE: Decoupling Beliefs from Actions in Long-Horizon Tasks via Verbalized State Uncertainty
2026
Cited
0
Cog-DRIFT: Exploration on Adaptively Reformulated Instances Enables Learning from Hard Reasoning Problems
2026
Cited
0
Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection
2026
Cited
0
DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning
2025
Cited
0
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Resume
Academic Achievements
1. Publications: NuRL, MAgICoRE, Symbolic-MoE, RevThink, System-1.x, ReConcile, MAGDi, etc.
2. Conference papers accepted: EMNLP 2025, NAACL 2025, ACL 2024, ICML 2024, EMNLP 2023, ACL 2023
Research Experience
1. Salesforce AI Research - Research Intern (Summer 2025)
2. Google Cloud AI - Student Researcher (Summer 2024)
3. Presented research on Reverse Thinking at MPI+UCLA and Google DeepMind
4. MURGe-Lab - Started PhD journey (April 2023)
Education
1. UNC Chapel Hill - PhD student, Advisor: Prof. Mohit Bansal
2. National Taiwan University - Master's degree, Advisors: Dr. Lun-Wei Ku and Prof. Hsin-Hsi Chen
3. Undergraduate: Worked closely with Prof. Cheng-Te Li
Background
Research interests include Natural Language Processing, particularly LLM Reasoning, LLMs as agents, and the incorporation of graphs.
Co-authors
6 total
Mohit Bansal
Parker Distinguished Professor, Computer Science, UNC Chapel Hill
Cheng-Te Li
National Cheng Kung University
Swarnadeep Saha
Research Scientist, FAIR at Meta
Elias Stengel-Eskin
Assistant Professor, University of Texas at Austin
Archiki Prasad
University of North Carolina at Chapel Hill
Lun-Wei Ku
Research Fellow, Academia Sinica