Lichao Sun
- Papers
- 46
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Authored papers
46AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery
arXiv 2026
Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills
arXiv 2026
MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU
arXiv 2026
IDER: IDempotent Experience Replay for Reliable Continual Learning
arXiv 2026
LiveMedBench: A Contamination-Free Medical Benchmark for LLMs with Automated Rubric Evaluation
arXiv 2026
Horizon-LM: A RAM-Centric Architecture for LLM Training
arXiv 2026
Can MLLMs Read Students' Minds? Unpacking Multimodal Error Analysis in Handwritten Math
arXiv 2026
Expert Threshold Routing for Autoregressive Language Modeling with Dynamic Computation Allocation and Load Balancing
arXiv 2026
Digital Twin AI: Opportunities and Challenges from Large Language Models to World Models
arXiv 2026
NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes
arXiv 2025
Generative AI for Autonomous Driving: Frontiers and Opportunities
arXiv 2025
Large Language Models Post-training: Surveying Techniques from Alignment to Reasoning
arXiv 2025
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective
arXiv 2025
EfficientLLM: Efficiency in Large Language Models
arXiv 2025
SAMed-2: Selective Memory Enhanced Medical Segment Anything Model
arXiv 2025
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?
arXiv 2025
TruthPrInt: Mitigating LVLM Object Hallucination Via Latent Truthful-Guided Pre-Intervention
arXiv 2025
MMMR: Benchmarking Massive Multi-Modal Reasoning Tasks
arXiv 2025
Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning
arXiv 2025
LLaVA-CoT: Let Vision Language Models Reason Step-by-Step
arXiv 2024
Mora: Enabling Generalist Video Generation via A Multi-Agent Framework
arXiv 2024
TrustLLM: Trustworthiness in Large Language Models
arXiv 2024
MLP-KAN: Unifying Deep Representation and Function Learning
arXiv 2024
GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
arXiv 2024
Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visual Hallucination
arXiv 2024
Both Text and Images Leaked! A Systematic Analysis of Multimodal LLM Data Contamination
arXiv 2024
BenTo: Benchmark Task Reduction with In-Context Transferability
arXiv 2024
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
arXiv 2024
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
arXiv 2024
GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations
arXiv 2024
UniGen: A Unified Framework for Textual Dataset Generation Using Large Language Models
arXiv 2024
HonestLLM: Toward an Honest and Helpful Large Language Model
arXiv 2024
Biomedical SAM 2: Segment Anything in Biomedical Images and Videos
arXiv 2024
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
arXiv 2024
LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?
arXiv 2024
BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks
arXiv 2023
InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4
arXiv 2023
Benchmarking and Analyzing Robust Point Cloud Recognition: Bag of Tricks for Defending Adversarial Examples
ICCV 2023 1
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT
arXiv 2023
TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones
arXiv 2023
AlignBench: Benchmarking Chinese Alignment of Large Language Models
arXiv 2023
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
arXiv 2023
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4
arXiv 2023
Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V
arXiv 2023
ArtGPT-4: Towards Artistic-understanding Large Vision-Language Models with Enhanced Adapter
arXiv 2023
A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning
arXiv 2023
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