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Liu, Bang

  1. Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
    2025/03/31 by Bang Liu, Liu, Bang, Xinfeng Li +95 · 13 voices · 36 citations
    Computer Science · #Reinforcement Learning in Robotics
  2. TradExpert: Revolutionizing Trading with Mixture of Expert LLMs
    2024/10/16 by Qi Ding, Qianggang Ding, Haochen Shi +6 · 8 voices · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Semantic Web and Ontologies #cs.AI #q-fin.ST
  3. Data Interpreter: An LLM Agent For Data Science
    2024/02/28 by Sirui Hong, Hong, Sirui, Yizhang Lin +47 · 43 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  4. AFlow: Automating Agentic Workflow Generation
    2024/10/14 by Jiayi Zhang, Zhang, Jiayi, Zhaoyang Yu +22 · 49 citations
    Decision Sciences · Business, Management and Accounting · #Scientific Computing and Data Management #Business Process Modeling and Analysis #Simulation Techniques and Applications
  5. HoneyComb: A Flexible LLM-Based Agent System for Materials Science
    2024/08/29 by Huan Zhang, Zhang, Huan, Yu Song +7 · 15 citations
    Engineering · Environmental Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Metallurgical Processes and Thermodynamics #Mineral Processing and Grinding #Minerals Flotation and Separation Techniques
  6. Rydberg microwave frequency comb spectrometer
    2022/06/14 by Lihua Zhang, Zhang, Li-Hua, Zong-Kai Liu +11 · 6 citations
    Physics and Astronomy · #Advanced Frequency and Time Standards #Atomic Physics (physics.atom-ph) #Atomic and Subatomic Physics Research #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences
  7. Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning
    2022/10/09 by Cheng, Yi, Liu, Wenge, Li, Wenjie +5 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  8. OSCAR: Operating System Control via State-Aware Reasoning and Re-Planning
    2024/10/24 by Xiaoqiang Wang, Wang, Xiaoqiang, Bang Liu +1 · 9 citations
    Computer Science · #Real-Time Systems Scheduling #Formal Methods in Verification #Embedded Systems Design Techniques
  9. VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text
    2024/06/10 by Tianyu Zhang, Zhang, Tianyu, Suyuchen Wang +15 · 7 citations
    Arts and Humanities · Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Subtitles and Audiovisual Media #Video Analysis and Summarization
  10. Higher-order and fractional discrete time crystals in Floquet-driven Rydberg atoms
    2024/02/21 by Bang Liu, Liu, Bang, Lihua Zhang +20 · 7 citations
    Computer Science · Physics and Astronomy · #Atomic Physics (physics.atom-ph) #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Neural Networks and Applications #Quantum Gases (cond-mat.quant-gas) #Statistical Mechanics and Entropy
  11. MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization
    2024/07/04 by Chen, Yuyan, Wen, Zhihao, Fan, Ge +6 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. CadVLM: Bridging Language and Vision in the Generation of Parametric CAD Sketches
    2024/09/26 by Wu, Sifan, Khasahmadi, Amir, Katz, Mor +4 · 6 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling
    2023/05/14 by Yu Song, Song, Yu, Santiago Miret +3 · 3 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Natural Language Processing Techniques #Topic Modeling
  14. Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models
    2023/05/27 by Zhong Zhang, Bang Liu, Zhang, Zhong +3 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  15. Early warning signals of the tipping point in strongly interacting Rydberg atoms
    2024/04/14 by Zhang, Jun, Zhang, Li-Hua, Liu, Bang +11 · 4 citations
    #Atomic Physics (physics.atom-ph) #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas)
  16. Bifurcation of time crystals in driven and dissipative Rydberg atomic gas
    2024/02/21 by Liu, Bang, Zhang, Li-Hua, Liu, Zong-Kai +10 · 5 citations
    #Atomic Physics (physics.atom-ph) #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas)
  17. MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering
    2022/03/17 by Yang Ding, Ding, Yang, Jing Yu +9 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  18. OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following
    2024/03/05 by Shi, Haochen, Sun, Zhiyuan, Yuan, Xingdi +2 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  19. MatExpert: Decomposing Materials Discovery by Mimicking Human Experts
    2024/10/26 by Ding, Qianggang, Miret, Santiago, Liu, Bang · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
  20. MCSCSet: A Specialist-annotated Dataset for Medical-domain Chinese Spelling Correction
    2022/10/21 by Jiang, Wangjie, Ye, Zhihao, Ou, Zijing +7 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. Electric field measurement and application based on Rydberg atoms
    2023/05/26 by Bang Liu, Liu, Bang, Lihua Zhang +10 · 2 citations
    Physics and Astronomy · #Advanced Frequency and Time Standards #Atomic Physics (physics.atom-ph) #Atomic and Subatomic Physics Research #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Quantum Physics (quant-ph)
  22. Progress on two-dimensional ferrovalley materials
    2023/09/04 by Ping Li, Li, Ping, Bang Liu +5 · 2 citations
    Materials Science · #2D Materials and Applications #Electronic and Structural Properties of Oxides #Ga2O3 and related materials
  23. HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science
    2023/10/12 by Song, Yu, Miret, Santiago, Zhang, Huan +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
  24. Improving Clinical Note Generation from Complex Doctor-Patient Conversation
    2024/08/26 by Yizhan Li, Li, Yizhan, Sifan Wu +7 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Business, Management and Accounting · Health Professions · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Health Sciences Research and Education #Healthcare Systems and Technology
  25. Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games
    2023/12/01 by Dekun Wu, Wu, Dekun, Haochen Shi +5 · 2 citations
    Computer Science · Social Sciences · #Topic Modeling #Computational and Text Analysis Methods #Artificial Intelligence in Law
  26. GOAt: Explaining Graph Neural Networks via Graph Output Attribution
    2024/01/26 by Lu, Shengyao, Mills, Keith G., He, Jiao +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning
    2024/10/22 by Yizhou Chi, Yizhang Lin, Chi, Yizhou +19 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Software Engineering (cs.SE)
  28. Cavity-enhanced Rydberg atom microwave receiver
    2024/04/10 by Liu, Bang, Zhang, Li-Hua, Liu, Zong-Kai +10 · 2 citations
    #Atomic Physics (physics.atom-ph) #FOS: Physical sciences
  29. Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection
    2024/05/25 by Zhu, Yun, Gu, Jia-Chen, Sikora, Caitlin +8 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. S3: Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks
    2021/07/07 by Li, Xinlin, Liu, Bang, Yu, Yaoliang +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewriting
    2021/05/25 by Yi Cheng, Cheng, Yi, Siyao Li +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  32. Semantic and Syntactic Enhanced Aspect Sentiment Triplet Extraction
    2021/06/07 by Chen, Zhexue, Huang, Hong, Liu, Bang +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. Refining BERT Embeddings for Document Hashing via Mutual Information Maximization
    2021/09/07 by Zijing Ou, Ou, Zijing, Qinliang Su +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization #Text and Document Classification Technologies
  34. Accelerated Inorganic Materials Design with Generative AI Agents
    2025/04/01 by Takahara, Izumi, Mizoguchi, Teruyasu, Liu, Bang · 4 citations
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
  35. AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding
    2025/02/03 by Masry, Ahmed, Rodriguez, Juan A., Zhang, Tianyu +19 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning
    2022/05/13 by Shengyao Lu, Bang Liu, Lu, Shengyao +7 · 1 citation
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
  37. Enhancing Agent Learning through World Dynamics Modeling
    2024/07/25 by Zhiyuan Sun, Sun, Zhiyuan, Haochen Shi +9 · 2 citations
    Physics and Astronomy · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Opinion Dynamics and Social Influence
  38. DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two Quantization
    2022/08/20 by Xinlin Li, Li, Xinlin, Bang Liu +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
  39. System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts
    2025/05/25 by Wang, Xiaoqiang, Wang, Suyuchen, Zhu, Yun +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. Quantum synchronization at the critical point of Floquet driven Rydberg atoms
    2024/04/18 by Liu, Bang, Zhang, Li-Hua, Ma, Yu +13 · 2 citations
    #Atomic Physics (physics.atom-ph) #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas)
  41. Observation of Discrete Time Quasicrystal in Rydberg Atomic Gases
    2025/09/25 by Zhu, Dong-Yang, Zhang, Zheng-Yuan, Wang, Qi-Feng +17 · 4 citations
    #Atomic Physics (physics.atom-ph) #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph)
  42. Floquet engineering Rydberg sub-THz frequency comb spectroscopy
    2024/04/11 by Lihua Zhang, Zong-Kai Liu, Zhang, Li-Hua +22 · 1 citation
    Physics and Astronomy · #Advanced Frequency and Time Standards #Applied Physics (physics.app-ph) #Atomic Physics (physics.atom-ph) #Atomic and Subatomic Physics Research #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences
  43. Exceptional point and hysteresis trajectories in cold Rydberg atomic gases
    2024/08/06 by Jun Zhang, Enze Li, Zhang, Jun +29 · 2 citations
    Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Quantum, superfluid, helium dynamics
  44. Can Pre-trained Language Models Understand Chinese Humor?
    2024/07/04 by Yuyan Chen, Chen, Yuyan, Zhixu Li +9 · 1 citation
    Psychology · #Humor Studies and Applications #Language, Metaphor, and Cognition
  45. Observation of Higgs and Goldstone modes in U(1) symmetry-broken Rydberg atomic systems
    2024/10/08 by Bang Liu, Lihua Zhang, Liu, Bang +28 · 1 citation
    Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Quantum Chromodynamics and Particle Interactions #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph) #Quantum chaos and dynamical systems