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Tianlong Chen — most-cited papers & profile · Large Language Models
← authors
·
overview
Tianlong Chen
49
papers ·
1082
citations ·
31
h-index
University of North Carolina at Chapel Hill
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
TrustLLM: Trustworthiness in Large Language Models
2024 · 53 citations
MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models
2025 · 9 citations
Generative Skill Composition for LLM Agents
2026
Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation
2026
End-to-End Dynamic Sparsity for Resource-Adaptive LLM Inference
2026
Does AI Reviewer See the Full Picture? Attacking and Defending Multimodal Peer Review
2026
Probing to Refine: Reinforcement Distillation of LLMs via Explanatory Inversion
2026
Tabular LLMs for Interpretable Few-Shot Alzheimer's Disease Prediction with Multimodal Biomedical Data
2026
AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction
2025
Stable-SPAM: How to Train in 4-Bit More Stably than 16-Bit Adam
2025
Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning
2025
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
2025
Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation
2025
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation
2025
In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents
2025
Top co-authors
Mohit Bansal
· 5
Zhen Tan
· 4
Song Wang
· 3
Zhangyang Wang
· 3
Bhavya Kailkhura
· 2
Chonglin Sun
· 2
Fei Tian
· 2
Frank Shyu
· 2
Huan Liu
· 2
Jundong Li
· 2
Kaidi Xu
· 2
Li Shen
· 2
Topics
Training Techniques
Evaluation
Efficiency
Model Architecture
Fine-Tuning
Safety & Alignment
Code
Vision-Language
Agentic
Reinforcement Learning