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Hongyu Lin

Papers
32

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Semantic Scholar
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32papers

Authored papers

32

Beyond Text-Dominance: Understanding Modality Preference of Omni-modal Large Language Models

arXiv 2026

2026

Decoupling Reasoning and Confidence: Resurrecting Calibration in Reinforcement Learning from Verifiable Rewards

arXiv 2026

2026

MetaphorVU: Towards Metaphorical Video Understanding

arXiv 2026

2026

Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces

arXiv 2026

2026

PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides

arXiv 2025

2025

ConsistentChat: Building Skeleton-Guided Consistent Dialogues for Large Language Models from Scratch

arXiv 2025

2025

SAISA: Towards Multimodal Large Language Models with Both Training and Inference Efficiency

arXiv 2025

2025

DeepRAG: Thinking to Retrieval Step by Step for Large Language Models

arXiv 2025

2025

DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking

arXiv 2025

2025

ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers

ICCV 2025

2025

PaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing

arXiv 2025

2025

Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models

arXiv 2025

2025

LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools?

arXiv 2025

2025

Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch

arXiv 2025

2025

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

arXiv 2024

2024

Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models

arXiv 2024

2024

Self-Retrieval: End-to-End Information Retrieval with One Large Language Model

arXiv 2024

2024

StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation

arXiv 2024

2024

READoc: A Unified Benchmark for Realistic Document Structured Extraction

arXiv 2024

2024

Academically intelligent LLMs are not necessarily socially intelligent

arXiv 2024

2024

SoFA: Shielded On-the-fly Alignment via Priority Rule Following

arXiv 2024

2024

Transferable Post-training via Inverse Value Learning

arXiv 2024

2024

Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation

arXiv 2024

2024

Aligning Large Language Models via Self-Steering Optimization

arXiv 2024

2024

Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching

arXiv 2024

2024

Benchmarking Large Language Models in Retrieval-Augmented Generation

arXiv 2023

2023

ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases

arXiv 2023

2023

The Life Cycle of Knowledge in Big Language Models: A Survey

arXiv 2023

2023

Toward Unified Controllable Text Generation via Regular Expression Instruction

arXiv 2023

2023

DBCopilot: Natural Language Querying over Massive Databases via Schema Routing

arXiv 2023

2023

Few-shot Named Entity Recognition with Self-describing Networks

ACL 2022 5

2022

Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View

ACL 2022 5

2022

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