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Huang, Jing

  1. On the Opportunities and Risks of Foundation Models
    2021/08/16 by Rishi Bommasani, Drew A. Hudson, Bommasani, Rishi +233 · 11 voices · 595 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
  2. Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
    2023/11/30 by Kristen Grauman, Andrew Westbury, Grauman, Kristen +197 · 98 citations
    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
  3. Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability
    2023/01/11 by Atticus Geiger, Geiger, Atticus, Ibeling, Duligur +9 · 36 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  4. TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped\n scene text
    2021/05/12 by Amanpreet Singh, Singh, Amanpreet, Guan Pang +9 · 19 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Vehicle License Plate Recognition
  5. Universal Humanoid Motion Representations for Physics-Based Control
    2023/10/06 by Zhengyi Luo, Luo, Zhengyi, Jinkun Cao +10 · 29 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation #Human Pose and Action Recognition #Robotic Locomotion and Control #Robotics (cs.RO)
  6. AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders
    2025/01/28 by Zhengxuan Wu, Aryaman Arora, Wu, Zhengxuan +13 · 1 voice · 41 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.2.7 #Machine Learning (cs.LG)
  7. UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks
    2021/05/03 by Jing Huang, Jie Yang, Huang, Jing +1 · 17 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  8. OpenMM 8: Molecular Dynamics Simulation with Machine Learning Potentials
    2023/10/04 by Peter Eastman, Eastman, Peter, Raimondas Galvelis +44 · 19 citations
    Materials Science · Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Machine Learning in Materials Science #Protein Structure and Dynamics #Scientific Computing and Data Management
  9. RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations
    2024/02/27 by Jing Huang, Huang, Jing, Zhengxuan Wu +7 · 13 citations
    Computer Science · #Natural Language Processing Techniques
  10. Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling
    2020/10/21 by Wenxuan Zhou, Kevin Huang, Zhou, Wenxuan +5 · 8 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  11. Learning Two-Branch Neural Networks for Image-Text Matching Tasks
    2017/04/11 by Liwei Wang, Wang, Liwei, Yin Li +5 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  12. Multi-hop Attention Graph Neural Network
    2020/09/29 by Wang, Guangtao, Ying, Rex, Huang, Jing +1 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  13. Rigorously Assessing Natural Language Explanations of Neurons
    2023/09/19 by Jing Huang, Huang, Jing, Atticus Geiger +7 · 2 voices · 6 citations
    #cs.CL
  14. Demystifying Verbatim Memorization in Large Language Models
    2024/07/25 by Jing Huang, Huang, Jing, Diyi Yang +3 · 11 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  15. pyvene: A Library for Understanding and Improving PyTorch Models via Interventions
    2024/03/12 by Zhengxuan Wu, Atticus Geiger, Wu, Zhengxuan +13 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software System Performance and Reliability
  16. ExPUNations: Augmenting Puns with Keywords and Explanations
    2022/10/24 by Jiao Sun, Anjali Narayan-Chen, Sun, Jiao +13 · 5 citations
    Arts and Humanities · Psychology · #Comics and Graphic Narratives #Computation and Language (cs.CL) #FOS: Computer and information sciences #Humor Studies and Applications
  17. Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation
    2020/07/03 by Liwei Wang, Jing Huang, Wang, Liwei +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  18. Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting
    2020/07/18 by Minghui Liao, Liao, Minghui, Guan Pang +7 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Natural Language Processing Techniques
  19. Real-Time Simulated Avatar from Head-Mounted Sensors
    2024/03/11 by Zhengyi Luo, Luo, Zhengyi, Jinkun Cao +10 · 5 citations
    Computer Science · Engineering · #Augmented Reality Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Robotics (cs.RO) #Robotics and Automated Systems #Virtual Reality Applications and Impacts
  20. Multiple instance learning with graph neural networks
    2019/06/12 by Ming Tu, Tu, Ming, Jing Huang +5 · 2 citations
    Computer Science · #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  21. Improving Graph Attention Networks with Large Margin-based Constraints
    2019/10/25 by Wang, Guangtao, Ying, Rex, Huang, Jing +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  22. Metasurface spectrometers beyond resolution-sensitivity constraints
    2024/02/29 by Feng Tang, Jingjun Wu, Tang, Feng +49 · 4 citations
    Engineering · Physics and Astronomy · #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Optics (physics.optics) #Photonic Crystals and Applications #Photonic and Optical Devices #Plasmonic and Surface Plasmon Research
  23. MASTER: A Multi-Agent System with LLM Specialized MCTS
    2025/01/24 by Bingzheng Gan, Gan, Bingzheng, Zhao, Yufan +12 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  24. A Reply to Makelov et al. (2023)'s "Interpretability Illusion" Arguments
    2024/01/23 by Zhengxuan Wu, Atticus Geiger, Wu, Zhengxuan +11 · 1 voice · 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) #cs.AI #cs.CL #cs.LG
  25. LLMs Encode Harmfulness and Refusal Separately
    2025/07/16 by Zhao, Jiachen, Huang, Jing, Wu, Zhengxuan +2 · 12 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision
    2022/03/29 by Kehong Gong, Bingbing Li, Gong, Kehong +13 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition
  27. MIB: A Mechanistic Interpretability Benchmark
    2025/04/17 by Aaron Mueller, Mueller, Aaron, Atticus Geiger +45 · 1 voice · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL #cs.LG
  28. Can LLM Agents Simulate Multi-Turn Human Behavior? Evidence from Real Online Customer Behavior Data
    2025/03/26 by Lu, Yuxuan, Huang, Jing, Han, Yan +8 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. Code-Switched Text Synthesis in Unseen Language Pairs
    2023/05/26 by I-Hung Hsu, Hsu, I-Hung, Avik Ray +7 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
  30. A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions
    2023/08/25 by Tianyi Zhang, Zhang, Tianyi, Zheng Wang +7 · 2 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance
  31. Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models
    2025/02/18 by Cui, Yingqian, He, Pengfei, Zeng, Jingying +11 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation
    2025/06/05 by Wang, Ziyi, Lu, Yuxuan, Li, Wenbo +13 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  33. ScaleTrack: Scaling and back-tracking Automated GUI Agents
    2025/05/01 by Huang, Jing, Zeng, Zhixiong, Han, Wenkang +5 · 8 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  34. Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs
    2019/05/17 by Tu, Ming, Wang, Guangtao, Huang, Jing +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. Deep Speaker Embedding Learning with Multi-Level Pooling for Text-Independent Speaker Verification
    2019/02/21 by Tang, Yun, Ding, Guohong, Huang, Jing +2 · 1 citation
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  36. Select, Answer and Explain: Interpretable Multi-hop Reading Comprehension over Multiple Documents
    2019/11/01 by Tu, Ming, Huang, Kevin, Wang, Guangtao +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding
    2019/11/09 by Tang, Yun, Huang, Jing, Wang, Guangtao +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Multi-Agent-as-Judge: Aligning LLM-Agent-Based Automated Evaluation with Multi-Dimensional Human Evaluation
    2025/07/28 by Chen, Jiaju, Lu, Yuxuan, Wang, Xiaojie +6 · 9 citations
    #68T50 #Computation and Language (cs.CL) #FOS: Computer and information sciences
  39. A Multiplexed Network for End-to-End, Multilingual OCR
    2021/03/29 by Jing Huang, Guan Pang, Huang, Jing +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  40. Chart-R1: Chain-of-Thought Supervision and Reinforcement for Advanced Chart Reasoner
    2025/07/21 by Lei Chen, Chen, Lei, Xuanle Zhao +9 · 10 citations
    Computer Science · #Reinforcement Learning in Robotics #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI)
  41. Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization
    2021/07/02 by Guo, Qing, Chen, Junya, Wang, Dong +6 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  42. A Survey of Calibration Process for Black-Box LLMs
    2024/12/17 by Xie, Liangru, Hui Liu, Jingying Zeng +16 · 3 citations
    Engineering · Physics and Astronomy · #Advancements in Photolithography Techniques #Superconducting Materials and Applications #Magnetic confinement fusion research
  43. Context-Situated Pun Generation
    2022/10/24 by Sun, Jiao, Narayan-Chen, Anjali, Oraby, Shereen +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  44. HDhuman: High-quality Human Novel-view Rendering from Sparse Views
    2022/01/20 by Tiansong Zhou, Zhou, Tiansong, Changyuan Yu +6 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. Homotopic Path Set Planning for Robot Manipulation and Navigation
    2024/06/05 by Huang, Jing, Tang, Yunxi, Au, Kwok Wai Samuel · 2 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  46. Interlayer Engineering of Lattice Dynamics and Elastic Constants of 2D Layered Nanomaterials under Pressure
    2024/09/12 by Guoshuai Du, Lili Zhao, Du, Guoshuai +26 · 2 citations
    Materials Science · #Graphene research and applications
  47. Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training
    2025/09/03 by Ye, Chenlu, Yu, Zhou, Zhang, Ziji +5 · 9 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  48. Breaking the SFT Plateau: Multimodal Structured Reinforcement Learning for Chart-to-Code Generation
    2025/08/19 by Chen, Lei, Zhao, Xuanle, Zeng, Zhixiong +4 · 6 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. NGRPO: Negative-enhanced Group Relative Policy Optimization
    2025/09/23 by Gongrui Nan, Siye Chen, Nan, Gongrui +15 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  50. Interval-Like Graphs and Digraphs
    2018/04/14 by Hell, Pavol, Huang, Jing, McConnell, Ross M. +1 · 1 citation
    #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences
  51. Customer-R1: Personalized Simulation of Human Behaviors via RL-based LLM Agent in Online Shopping
    2025/10/08 by Wang, Ziyi, Lu, Yuxuan, Zhang, Yimeng +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  52. UITron-Speech: Towards Automated GUI Agents Based on Speech Instructions
    2025/06/10 by Han, Wenkang, Zeng, Zhixiong, Huang, Jing +7 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  53. Blackbox Model Provenance via Palimpsestic Membership Inference
    2025/10/22 by Rohith Kuditipudi, Kuditipudi, Rohith, Jing Huang +8 · 2 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Scientific Computing and Data Management #Topic Modeling
  54. Chordality of locally semicomplete and weakly quasi-transitive digraphs
    2020/08/08 by Huang, Jing, Ye, Ying Ying · 2 citations
    #Combinatorics (math.CO) #FOS: Mathematics
  55. HyperDAS: Towards Automating Mechanistic Interpretability with Hypernetworks
    2025/03/13 by Jiuding Sun, Sun, Jiuding, Jing Huang +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  56. Unlocking Exocentric Video-Language Data for Egocentric Video Representation Learning
    2024/08/07 by Zi-Yi Dou, Dou, Zi-Yi, Xitong Yang +12 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  57. UItron: Foundational GUI Agent with Advanced Perception and Planning
    2025/08/29 by Zhixiong Zeng, Zeng, Zhixiong, Jing Huang +16 · 6 citations
    Computer Science · Psychology · #Artificial Intelligence in Games #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Social Robot Interaction and HRI
  58. INTER: Mitigating Hallucination in Large Vision-Language Models by Interaction Guidance Sampling
    2025/07/07 by Dong, Xin, Dong, Shichao, Wang, Jin +7 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  59. UXAgent: A System for Simulating Usability Testing of Web Design with LLM Agents
    2025/04/13 by Lu, Yuxuan, Yao, Bingsheng, Gu, Hansu +7 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  60. Inpainting-Guided Policy Optimization for Diffusion Large Language Models
    2025/09/12 by Siyan Zhao, Mengchen Liu, Zhao, Siyan +18 · 3 citations
    Computer Science · #Topic Modeling
  61. Crowd3D: Towards Hundreds of People Reconstruction from a Single Image
    2023/01/23 by Hao Wen, Wen, Hao, Jing Huang +11 · 1 citation
    Computer Science · #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications #Human Pose and Action Recognition
  62. Global Universal Scaling and Ultra-Small Parameterization in Machine Learning Interatomic Potentials with Super-Linearity
    2025/02/11 by Yanxiao Hu, Hu, Yanxiao, Sheng Ye +16 · 1 citation
    Engineering · #Advanced MEMS and NEMS Technologies #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
  63. Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution Behaviors
    2025/05/17 by Huang, Jing, Tao, Junyi, Icard, Thomas +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  64. VinciCoder: Unifying Multimodal Code Generation via Coarse-to-fine Visual Reinforcement Learning
    2025/11/01 by Xuanle Zhao, D. A. Jiang, Zhao, Xuanle +17 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning