Jiaheng Liu
- Scaling Latent Reasoning via Looped Language Models
2025/10/29 by Rui-Jie Zhu, Zhu, Rui-Jie, Zixuan Wang +63 · 14 voices · 21 citations
#cs.CL
- Flow-GRPO: Training Flow Matching Models via Online RL
2025/05/08 by J.-M. Liu, Gongye Liu, Liu, Jie +15 · 158 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Artificial Intelligence in Games
- SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
2025/02/20 by M-A-P Team, Xinrun Du, P Team +179 · 72 citations
Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
- RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models
2023/10/01 by Zekun Moore Wang, Wang, Zekun Moore, Zhongyuan Peng +29 · 27 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Correlation Congruence for Knowledge Distillation
2019/04/03 by Baoyun Peng, Peng, Baoyun, Jin Xiao +13 · 15 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning
2025/08/11 by Zihe Liu, Jiashun Liu, Liu, Zihe +29 · 2 voices · 22 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #Topic Modeling #cs.CL #cs.LG
- From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence
2025/11/23 by Jian Yang, Yang, Jian, Xianglong Liu +143 · 7 voices · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Software Engineering Research #cs.CL #cs.SE
- TableBench: A Comprehensive and Complex Benchmark for Table Question Answering
2024/08/17 by Xianjie Wu, Jian Yang, Wu, Xianjie +22 · 27 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling
- A Comprehensive Survey on Long Context Language Modeling
2025/03/20 by Jiaheng Liu, Dawei Zhu, Liu, Jiaheng +70 · 32 citations
Computer Science · #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models
2024/06/20 by Shilong Li, Yancheng He, Li, Shilong +21 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- YuE: Scaling Open Foundation Models for Long-Form Music Generation
2025/03/11 by Ruibin Yuan, Yuan, Ruibin, Lin, Hanfeng +110 · 24 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
2024/10/27 by Ziming Li, Li, Ziming, Qianbo Zang +25 · 16 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Sports Analytics and Performance
- Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library
2025/06/06 by Weixun Wang, Wang, Weixun, Xiong, Shaopan +73 · 36 citations
Computer Science · #Reinforcement Learning in Robotics #Machine Learning and Data Classification #Stochastic Gradient Optimization Techniques
- UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
2025/09/02 by Haoming Wang, Wang, Haoming, Haoyang Zou +201 · 50 citations
Computer Science · Psychology · Engineering · #Context-Aware Activity Recognition Systems #Social Robot Interaction and HRI #Robotics and Automated Systems
- MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series
2024/05/29 by Ge Zhang, Scott Qu, Zhang, Ge +87 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- GD-MAE: Generative Decoder for MAE Pre-training on LiDAR Point Clouds
2022/12/06 by Honghui Yang, Yang, Honghui, Tong He +13 · 6 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
- MuPT: A Generative Symbolic Music Pretrained Transformer
2024/04/09 by Xingwei Qu, Qu, Xingwei, Yuelin Bai +53 · 9 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
- LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection
2024/01/09 by Hongcheng Guo, Guo, Hongcheng, Jian Yang +17 · 6 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Software Engineering (cs.SE) #Software System Performance and Reliability
- McEval: Massively Multilingual Code Evaluation
2024/06/11 by Linzheng Chai, Shukai Liu, Chai, Linzheng +33 · 7 citations
Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Programming Languages (cs.PL)
- II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models
2024/06/09 by Ziqiang Liu, Liu, Ziqiang, Feiteng Fang +49 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving
2025/07/08 by Xiangru Tang, Tianrui Qin, Tang, Xiangru +31 · 22 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics
- SafeDialBench: A Fine-Grained Safety Evaluation Benchmark for Large Language Models in Multi-Turn Dialogues with Diverse Jailbreak Attacks
2025/02/16 by Hongye Cao, Sijia Jing, Cao, Hongye +30 · 9 citations
Health Professions · Psychology · Computer Science · #Interpreting and Communication in Healthcare #Deception detection and forensic psychology #Topic Modeling
- Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!
2024/02/19 by Zhanhui Zhou, Zhou, Zhanhui, Jie Liu +11 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- CoupleFace: Relation Matters for Face Recognition Distillation
2022/04/12 by Jiaheng Liu, Liu, Jiaheng, Haoyu Qin +9 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation
2025/02/18 by Xinlong Chen, Yuanxing Zhang, Chen, Xinlong +17 · 9 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Video Analysis and Summarization
- D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
2024/06/03 by Haoran Que, Jiaheng Liu, Que, Haoran +29 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation
2025/03/20 by Luo, Yijia, Song, Yulin, Xingyao Zhang +10 · 10 citations
Engineering · #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Process Optimization and Integration
- xCoT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning
2024/01/13 by Linzheng Chai, Chai, Linzheng, Jian Yang +19 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- A Survey on Latent Reasoning
2025/07/08 by Ruijie Zhu, Tianhao Peng, Zhu, Rui-Jie +59 · 16 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Mavors: Multi-granularity Video Representation for Multimodal Large Language Model
2025/04/14 by Yang Shi, Jiaheng Liu, Shi, Yang +26 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- MIO: A Foundation Model on Multimodal Tokens
2024/09/26 by Zekun Wang, Wang, Zekun, Zhu, King +30 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
- Can MLLMs Understand the Deep Implication Behind Chinese Images?
2024/10/17 by Chenhao Zhang, Zhang, Chenhao, Feng Xi +39 · 4 citations
Computer Science · #Natural Language Processing Techniques #Digital Media Forensic Detection
- LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation
2022/10/19 by Hongcheng Guo, Jiaheng Liu, Guo, Hongcheng +11 · 2 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Subtitles and Audiovisual Media
- Equilibrate RLHF: Towards Balancing Helpfulness-Safety Trade-off in Large Language Models
2025/02/17 by Y. H. Tan, Tan, Yingshui, Jiang, Yilei +14 · 6 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Model
2024/04/05 by Xinrun Du, Zhouliang Yu, Du, Xinrun +25 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Iterative Length-Regularized Direct Preference Optimization: A Case Study on Improving 7B Language Models to GPT-4 Level
2024/06/17 by Jie Liu, Liu, Jie, Zhanhui Zhou +11 · 3 citations
Computer Science · Engineering · #Numerical Methods and Algorithms #Error Correcting Code Techniques #Reservoir Engineering and Simulation Methods
- MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training
2025/02/17 by Hui Huang, Huang, Hui, Jiaheng Liu +13 · 4 citations
Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Education and Critical Thinking Development #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Problem and Project Based Learning
- OAgents: An Empirical Study of Building Effective Agents
2025/06/17 by He Zhu, Zhu, He, Tianrui Qin +42 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics
- ArtifactsBench: Bridging the Visual-Interactive Gap in LLM Code Generation Evaluation
2025/07/07 by Chenchen Zhang, Zhang, Chenchen, Yuhang Li +36 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
- MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models
2024/10/15 by Pei Wang, Yanan Wu, Wang, Pei +27 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- GIEBench: Towards Holistic Evaluation of Group Identity-based Empathy for Large Language Models
2024/06/21 by Leyan Wang, Wang, Leyan, Yonggang Jin +21 · 2 citations
Computer Science · #Topic Modeling #Advanced Graph Neural Networks
- CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models
2025/02/23 by Alexander Zhang, Zhang, Alexander, Jiaheng Liu +32 · 4 citations
Computer Science · #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
- Beyond Safe Answers: A Benchmark for Evaluating True Risk Awareness in Large Reasoning Models
2025/05/26 by Boren Zheng, Zheng, Baihui, Zheng, Boren +19 · 5 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Semantic Web and Ontologies
- FuzzCoder: Byte-level Fuzzing Test via Large Language Model
2024/09/03 by Liqun Yang, Yang, Liqun, Jian Yang +28 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- NC-NCD: Novel Class Discovery for Node Classification
2024/07/25 by Yue Hou, Hou, Yue, Xueyuan Chen +13 · 2 citations
Computer Science · #Algorithms and Data Compression #Text and Document Classification Technologies
- DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models
2025/04/25 by Jianyu Liu, Liu, Jianyu, Guo, Hangyu +30 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs
2025/02/18 by Longxu Dou, Dou, Longxu, Qian Liu +73 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents
2025/12/14 by Ding, Jingzhe, Long, Shengda, Calton Pu +86 · 2 citations
Computer Science · Decision Sciences · #Advanced Software Engineering Methodologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering Research
- R2C2-Coder: Enhancing and Benchmarking Real-world Repository-level Code Completion Abilities of Code Large Language Models
2024/06/03 by Ken Deng, Deng, Ken, Jiaheng Liu +28 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
- KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation
2025/05/20 by Jiajun Shi, Jian Yang, Shi, Jiajun +53 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts
2024/07/16 by Jianhao Li, Li, Jianhao, Tianyu Sun +17 · 1 citation
Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Image Processing and 3D Reconstruction
- How Far Are We from Genuinely Useful Deep Research Agents?
2025/12/01 by Dingling Zhang, He Zhu, Zhang, Dingling +33 · 2 voices · 2 citations
#cs.CL
- PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment
2024/10/17 by Wang, Zekun Moore, Wang, Shawn, Kang Zhu +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
- ING-VP: MLLMs cannot Play Easy Vision-based Games Yet
2024/10/09 by Haoran Zhang, Hangyu Guo, Zhang, Haoran +11 · 1 citation
Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Robotics and Automated Systems
- PTSBench: A Comprehensive Post-Training Sparsity Benchmark Towards Algorithms and Models
2024/12/10 by Zining Wnag, Jinyang Guo, Wnag, Zining +13 · 2 citations
Engineering · Materials Science · #Reservoir Engineering and Simulation Methods #Advanced Data Processing Techniques #Graphite, nuclear technology, radiation studies
- ClawBench: Can AI Agents Complete Everyday Online Tasks?
2026/04/09 by Yuxuan Zhang, Yubo Wang, Yipeng Zhu +25 · 1 voice · 2 citations
#cs.CL #cs.AI
- Aligning CodeLLMs with Direct Preference Optimization
2024/10/24 by Yibo Miao, Miao, Yibo, Bofei Gao +14 · 1 citation
Computer Science · #Speech and dialogue systems #Semantic Web and Ontologies
- AIR: Complex Instruction Generation via Automatic Iterative Refinement
2025/02/25 by Wei Liu, Liu, Wei, Yancheng He +13 · 1 citation
Computer Science · #Text Readability and Simplification #Natural Language Processing Techniques #Topic Modeling
- ProgCo: Program Helps Self-Correction of Large Language Models
2025/01/02 by Xiaoshuai Song, Yanan Wu, Song, Xiaoshuai +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Multiplexed engineering of cytochrome P450 enzymes for promoting terpenoid synthesis in Saccharomyces cerevisiae cell factories: A review
2025/07/01 by Jiaheng Liu, Yangyang Li, Xianhao Xu +7 · 1 citation
- Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
2025/12/18 by Wanghan Xu, Yuhao Zhou, Xu, Wanghan +214 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.LG
- KAT-Coder Technical Report
2025/10/21 by Zizheng Zhan, Zhan, Zizheng, Deng, Ken +68 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics #Software Engineering Techniques and Practices
- AVE-Compass: Towards Holistic Evaluation for Audio-Video Editing Abilities
2026/07/17 by Yuqing Wen, Yukai Huang, Qianqian Xie +6
#cs.MM #cs.CV #cs.SD