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Jiaheng Liu

Papers
65

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65papers

Authored papers

65

CodeTracer: Towards Traceable Agent States

arXiv 2026

2026

OProver: A Unified Framework for Agentic Formal Theorem Proving

arXiv 2026

2026

DR^{3}-Eval: Towards Realistic and Reproducible Deep Research Evaluation

arXiv 2026

2026

EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies

arXiv 2026

2026

Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization

arXiv 2026

2026

Flow-GRPO: Training Flow Matching Models via Online RL

arXiv 2025

2025

Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library

arXiv 2025

2025

YuE: Scaling Open Foundation Models for Long-Form Music Generation

arXiv 2025

2025

TaskCraft: Automated Generation of Agentic Tasks

arXiv 2025

2025

A Comprehensive Survey on Long Context Language Modeling

arXiv 2025

2025

CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models

arXiv 2025

2025

Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs

arXiv 2025

2025

Mavors: Multi-granularity Video Representation for Multimodal Large Language Model

arXiv 2025

2025

AutoMV: An Automatic Multi-Agent System for Music Video Generation

arXiv 2025

2025

A Survey on Latent Reasoning

arXiv 2025

2025

T2AV-Compass: Towards Unified Evaluation for Text-to-Audio-Video Generation

arXiv 2025

2025

How Far Are We from Genuinely Useful Deep Research Agents?

arXiv 2025

2025

Efficient Agents: Building Effective Agents While Reducing Cost

arXiv 2025

2025

MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents

arXiv 2025

2025

Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution

arXiv 2025

2025

ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding

arXiv 2025

2025

OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs

arXiv 2025

2025

VR-Thinker: Boosting Video Reward Models through Thinking-with-Image Reasoning

arXiv 2025

2025

KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation

arXiv 2025

2025

Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation

arXiv 2025

2025

Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?

arXiv 2025

2025

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values

arXiv 2025

2025

ViDiC: Video Difference Captioning

arXiv 2025

2025

IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs

arXiv 2025

2025

"See the World, Discover Knowledge": A Chinese Factuality Evaluation for Large Vision Language Models

arXiv 2025

2025

Think-J: Learning to Think for Generative LLM-as-a-Judge

arXiv 2025

2025

ProgCo: Program Helps Self-Correction of Large Language Models

arXiv 2025

2025

AIR: Complex Instruction Generation via Automatic Iterative Refinement

arXiv 2025

2025

ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding

arXiv 2025

2025

NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents

arXiv 2025

2025

MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs

arXiv 2025

2025

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

arXiv 2025

2025

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving

arXiv 2025

2025

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

arXiv 2025

2025

CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization

arXiv 2025

2025

IF-VidCap: Can Video Caption Models Follow Instructions?

arXiv 2025

2025

MT-Video-Bench: A Holistic Video Understanding Benchmark for Evaluating Multimodal LLMs in Multi-Turn Dialogues

arXiv 2025

2025

Multilingual Multimodal Software Developer for Code Generation

arXiv 2025

2025

Distillation Quantification for Large Language Models

arXiv 2025

2025

VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation

arXiv 2025

2025

USB: A Comprehensive and Unified Safety Evaluation Benchmark for Multimodal Large Language Models

arXiv 2025

2025

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

arXiv 2025

2025

FullStack Bench: Evaluating LLMs as Full Stack Coders

arXiv 2024

2024

MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series

arXiv 2024

2024

OmniBench: Towards The Future of Universal Omni-Language Models

arXiv 2024

2024

AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions

arXiv 2024

2024

PhysGame: Uncovering Physical Commonsense Violations in Gameplay Videos

physgame-uncovering-physical-commonsense

2024

II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models

arXiv 2024

2024

MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models

arXiv 2024

2024

HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models

arXiv 2024

2024

McEval: Massively Multilingual Code Evaluation

arXiv 2024

2024

Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!

arXiv 2024

2024

MIO: A Foundation Model on Multimodal Tokens

arXiv 2024

2024

FuzzCoder: Byte-level Fuzzing Test via Large Language Model

arXiv 2024

2024

Can MLLMs Understand the Deep Implication Behind Chinese Images?

arXiv 2024

2024

I-SHEEP: Self-Alignment of LLM from Scratch through an Iterative Self-Enhancement Paradigm

arXiv 2024

2024

ING-VP: MLLMs cannot Play Easy Vision-based Games Yet

arXiv 2024

2024

OWL: A Large Language Model for IT Operations

arXiv 2023

2023

RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models

arXiv 2023

2023

MT4CrossOIE: Multi-stage Tuning for Cross-lingual Open Information Extraction

arXiv 2023

2023

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from 65 papers