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Liu, Jiacheng

  1. Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens
    2024/01/30 by Jiacheng Liu, Sewon Min, Liu, Jiacheng +7 · 10 voices · 42 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  2. When Large Language Models are More PersuasiveThan Incentivized Humans, and Why
    2025/05/14 by Philipp Schoenegger, Francesco Salvi, Schoenegger, Philipp +77 · 31 voices · 8 citations
    #cs.CL
  3. 2 OLMo 2 Furious
    2024/12/31 by Team OLMo, Pete Walsh, OLMo, Team +85 · 9 voices · 87 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
  4. MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
    2023/10/03 by Lu, Pan, Bansal, Hritik, Xia, Tony +7 · 358 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs
    2022/10/21 by Albert Q. Jiang, Sean Welleck, Jiang, Albert Q. +16 · 1 voice · 38 citations
    Computer Science · #Logic, Reasoning, and Knowledge #Logic, programming, and type systems #Software Engineering Research #cs.AI #cs.LG
  6. AI as Humanity's Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text
    2024/10/05 by Ximing Lu, Lu, Ximing, Melanie Sclar +19 · 8 voices · 13 citations
    #cs.CL
  7. Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security
    2024/01/10 by Yuanchun Li, Li, Yuanchun, Hao Wen +47 · 40 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
  8. NaturalProofs: Mathematical Theorem Proving in Natural Language
    2021/03/24 by Sean Welleck, Jiacheng Liu, Welleck, Sean +9 · 11 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
  9. From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers
    2025/03/10 by Liu, Jiacheng, Zou, Chang, Lyu, Yuanhuiyi +2 · 29 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding
    2023/09/26 by Jiacheng Liu, Liu, Jiacheng, Andrew Cohen +9 · 12 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  11. Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
    2024/06/13 by Hamish Ivison, Yizhong Wang, Ivison, Hamish +15 · 15 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Generated Knowledge Prompting for Commonsense Reasoning
    2021/10/15 by Jiacheng Liu, Liu, Jiacheng, Alisa Liu +13 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  13. Efficient Test-Time Scaling via Self-Calibration
    2025/02/25 by Huang, Chengsong, Huang, Langlin, Leng, Jixuan +2 · 23 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens
    2025/04/09 by Jiacheng Liu, Liu, Jiacheng, Taylor Blanton +61 · 3 voices · 8 citations
    Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
  15. HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference
    2024/11/03 by Tang, Peng, Liu, Jiacheng, Hou, Xiaofeng +5 · 13 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  16. Humanoid-VLA: Towards Universal Humanoid Control with Visual Integration
    2025/02/20 by Pengxiang Ding, Jianfei Ma, Ding, Pengxiang +26 · 18 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotic Path Planning Algorithms #Robotics (cs.RO) #Video Surveillance and Tracking Methods
  17. MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications
    2022/12/02 by Xu, Cheng, Hou, Xiaofeng, Liu, Jiacheng +9 · 6 citations
    #FOS: Computer and information sciences #Performance (cs.PF)
  18. NaturalProver: Grounded Mathematical Proof Generation with Language Models
    2022/05/25 by Sean Welleck, Welleck, Sean, Jiacheng Liu +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing
  19. Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements
    2023/05/05 by Liu, Jiacheng, Wang, Wenya, Wang, Dianzhuo +3 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Establishing Task Scaling Laws via Compute-Efficient Model Ladders
    2024/12/05 by Bhagia, Akshita, Liu, Jiacheng, Wettig, Alexander +9 · 9 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. AutoDroid-V2: Boosting SLM-based GUI Agents via Code Generation
    2024/12/24 by Hao Wen, Wen, Hao, Tian, Shizuo +18 · 10 citations
    Engineering · #Modular Robots and Swarm Intelligence
  22. DataDecide: How to Predict Best Pretraining Data with Small Experiments
    2025/04/15 by Ian Magnusson, Magnusson, Ian, Tai, Nguyen +22 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  23. Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification
    2024/02/06 by Sanyal, Soumya, Xiao, Tianyi, Liu, Jiacheng +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  24. A Survey on Inference Optimization Techniques for Mixture of Experts Models
    2024/12/18 by Jiacheng Liu, Liu, Jiacheng, Peng Tang +13 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  25. Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning
    2023/12/22 by Filippos Christianos, Christianos, Filippos, Georgios Papoudakis +29 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  26. Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering
    2022/10/06 by Jiacheng Liu, Skyler Hallinan, Liu, Jiacheng +11 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  27. FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging
    2025/06/06 by Tang, Zichen, E, Haihong, Ma, Ziyan +10 · 6 citations
    #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)
  28. Introduction to the Chinese Space Station Survey Telescope (CSST)
    2025/07/07 by CSST Collaboration, Gong, Yan, Miao, Haitao +119 · 11 citations
    #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
  29. CrossWeigh: Training Named Entity Tagger from Imperfect Annotations
    2019/09/03 by Wang, Zihan, Shang, Jingbo, Liu, Liyuan +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint
    2025/04/19 by Yi Sun, Han Wang, Sun, Yi +18 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Semantic Web and Ontologies
  31. Camera-Based Remote Physiology Sensing for Hundreds of Subjects Across Skin Tones
    2024/04/07 by Jiankai Tang, Xinyi Li, Tang, Jiankai +9 · 3 citations
    Engineering · Environmental Science · #Advanced Chemical Sensor Technologies #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Non-Invasive Vital Sign Monitoring
  32. Open CaptchaWorld: A Comprehensive Web-based Platform for Testing and Benchmarking Multimodal LLM Agents
    2025/05/30 by Luo, Yaxin, Li, Zhaoyi, Liu, Jiacheng +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries
    2024/11/25 by Battula, Harshavardhan, Liu, Jiacheng, Srivastava, Jaideep · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. SpeCa: Accelerating Diffusion Transformers with Speculative Feature Caching
    2025/09/15 by Liu, Jiacheng, Zou, Chang, Lyu, Yuanhuiyi +4 · 7 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. Transforming Graphs for Enhanced Attribute Clustering: An Innovative Graph Transformer-Based Method
    2023/06/20 by Shuo Han, Jiacheng Liu, Han, Shuo +7 · 1 citation
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #Recommender Systems and Techniques
  36. Crystal: Introspective Reasoners Reinforced with Self-Feedback
    2023/10/07 by Liu, Jiacheng, Pasunuru, Ramakanth, Hajishirzi, Hannaneh +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. DenoiseRotator: Enhance Pruning Robustness for LLMs via Importance Concentration
    2025/05/29 by Gu, Tianteng, Liu, Bei, Xiao, Bo +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. MoE-SpeQ: Speculative Quantized Decoding with Proactive Expert Prefetching and Offloading for Mixture-of-Experts
    2025/11/18 by Wang, Wenfeng, Liu, Jiacheng, Hou, Xiaofeng +5 · 2 citations
    Computer Science · #Big Data and Digital Economy #Advanced Neural Network Applications #IoT and Edge/Fog Computing
  39. FreqCa: Accelerating Diffusion Models via Frequency-Aware Caching
    2025/10/09 by Liu, Jiacheng, Cai, Peiliang, Zhou, Qinming +9 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. Ground-to-UAV sub-Terahertz channel measurement and modeling
    2024/04/03 by Li, Da, Li, Peian, Zhao, Jiabiao +8 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  41. Forecast then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers
    2025/08/22 by Zheng, Shikang, Feng, Liang, Wang, Xinyu +8 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index
    2025/06/13 by Hao Xu, Xu, Hao, Jiacheng Liu +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  43. FineFake: A Knowledge-Enriched Dataset for Fine-Grained Multi-Domain Fake News Detection
    2024/03/30 by Ziyi Zhou, Xiaoming Zhang, Zhou, Ziyi +11 · 1 citation
    Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Multimedia (cs.MM) #Spam and Phishing Detection
  44. Measurement and Modeling on Terahertz Channel Propagation Through Vegetation
    2025/01/09 by Jiayuan Cui, Cui, Jiayuan, Y. Song +22 · 2 citations
    Engineering · #Applied Physics (physics.app-ph) #FOS: Physical sciences #Millimeter-Wave Propagation and Modeling #Terahertz technology and applications
  45. Closeby Habitable Exoplanet Survey (CHES). II. An Observation Strategy for the Target Stars
    2024/08/12 by Tan, Dongjie, Ji, Jianghui, Bao, Chunhui +11 · 1 citation
    #Astrophysics of Galaxies (astro-ph.GA) #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Solar and Stellar Astrophysics (astro-ph.SR)
  46. Efficient Online RL Fine Tuning with Offline Pre-trained Policy Only
    2025/05/22 by Xiao, Wei, Liu, Jiacheng, Zhuang, Zifeng +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  47. FADRM: Fast and Accurate Data Residual Matching for Dataset Distillation
    2025/06/30 by Cui, Jiacheng, Bi, Xinyue, Luo, Yaxin +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  48. GRAIL:Learning to Interact with Large Knowledge Graphs for Retrieval Augmented Reasoning
    2025/08/07 by Chang, Ge, Su, Jinbo, Liu, Jiacheng +7 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  49. Hunyuan-GameCraft-2: Instruction-following Interactive Game World Model
    2025/11/28 by Tang, Junshu, Liu, Jiacheng, Li, Jiaqi +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences