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Liu, Xiang

  1. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
    2018/11/05 by Bakas, Spyridon, Reyes, Mauricio, Jakab, Andras +421 · 40 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
    2024/03/26 by Rui Pan, Pan, Rui, Xiang Liu +11 · 1 voice · 14 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #cs.AI #cs.CL #cs.LG #math.OC
  3. Active Prompting with Chain-of-Thought for Large Language Models
    2023/02/23 by Shizhe Diao, Diao, Shizhe, Pengcheng Wang +6 · 16 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Algorithms
  4. MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization
    2024/01/12 by She, Shuaijie, Zou, Wei, Huang, Shujian +4 · 11 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. Diverse Part Discovery: Occluded Person Re-identification with Part-Aware Transformer
    2021/06/08 by Li, Yulin, He, Jianfeng, Zhang, Tianzhu +3 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models
    2024/06/05 by Peijie Dong, Dong, Peijie, Lujun Li +11 · 6 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  7. FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation
    2023/09/30 by Liu, Xiang, Liu, Liangxi, Ye, Feiyang +4 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Discovery of the doubly charmed Tcc+ state implies a triply charmed Hccc hexaquark state
    2021/08/02 by Tian-Wei Wu, Wu, Tian-Wei, Y. Pan +9 · 2 citations
    Physics and Astronomy · #Quantum Chromodynamics and Particle Interactions #Particle physics theoretical and experimental studies #High-Energy Particle Collisions Research
  9. Transmit Design for Joint MIMO Radar and Multiuser Communications with Transmit Covariance Constraint
    2021/09/02 by Xiang Liu, Liu, Xiang, Tianyao Huang +3 · 2 citations
    Engineering · #Antenna Design and Analysis #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Radar Systems and Signal Processing #Signal Processing (eess.SP) #electronic engineering #information engineering
  10. ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
    2025/02/01 by Liu, Xiang, Tang, Zhenheng, Dong, Peijie +5 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation
    2024/12/08 by Qu, Leigang, Li, Haochuan, Wang, Wenjie +4 · 5 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) #Multimedia (cs.MM)
  12. Topological Data Analysis and Topological Deep Learning Beyond Persistent Homology -- A Review
    2025/07/12 by Su, Zhe, Liu, Xiang, Hamdan, Layal Bou +4 · 12 citations
    #55-08 #57K18 #57R19 #62R40 #Differential Geometry (math.DG) #FOS: Mathematics #Geometric Topology (math.GT) #History and Overview (math.HO)
  13. DiVAE: Photorealistic Images Synthesis with Denoising Diffusion Decoder
    2022/06/01 by Shi, Jie, Wu, Chenfei, Liang, Jian +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Are LLMs Rational Investors? A Study on Detecting and Reducing the Financial Bias in LLMs
    2024/02/20 by Yuhang Zhou, Zhou, Yuhang, Yuchen Ni +14 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  15. Tribaryons with lattice QCD and one-boson exchange potentials
    2023/01/02 by Wu, Tian-Wei, Luo, Si-Qiang, Liu, Ming-Zhu +2 · 2 citations
    #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Phenomenology (hep-ph) #Nuclear Experiment (nucl-ex) #Nuclear Theory (nucl-th)
  16. Should We Really Edit Language Models? On the Evaluation of Edited Language Models
    2024/10/24 by Li, Qi, Liu, Xiang, Tang, Zhenheng +4 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  17. 3D Question Answering for City Scene Understanding
    2024/07/24 by Sun, Penglei, Song, Yaoxian, Liu, Xiang +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. R3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL
    2023/11/03 by Zhou, Yuhang, He, Yu, Tian, Siyu +8 · 2 citations
    #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences
  19. Manifold Topological Deep Learning for Biomedical Data
    2025/02/28 by Liu, Xiang, Su, Zhe, Shi, Yongyi +3 · 4 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  20. LPZero: Language Model Zero-cost Proxy Search from Zero
    2024/10/07 by Peijie Dong, Dong, Peijie, Lujun Li +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  21. Molecular-type QQsss pentaquarks predicted by an extended hidden gauge symmetry approach
    2023/11/29 by Zhongyu Wang, C. W. Xiao, Wang, Zhong-Yu +5 · 2 citations
    Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Physics of Superconductivity and Magnetism #Quantum Chromodynamics and Particle Interactions
  22. Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression
    2025/02/04 by Liu Xiang, Zhenheng Tang, Liu, Xiang +15 · 4 citations
    Computer Science · #Distributed and Parallel Computing Systems
  23. Very Long Baseline Array Observations of Parsec-scale Radio Emission in Dual Active Galactic Nuclei
    2024/05/07 by Wancheng Xu, Xu, Wancheng, Lang Cui +25 · 2 citations
    Physics and Astronomy · #Astrophysics and Star Formation Studies #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Gamma-ray bursts and supernovae #Stellar, planetary, and galactic studies
  24. Modeling Collective Behavior of Posting Microblog by Stochastic Differential Equation with Jump
    2017/10/07 by Junshan Pan, Yuanqi Li, Pan, Jun-Shan +7 · 1 citation
    Medicine · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Mathematical and Theoretical Epidemiology and Ecology Models #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  25. EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
    2025/02/17 by Su, Jiamin, Yan, Yibo, Fu, Fangteng +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression
    2025/05/26 by Peijie Dong, Zhenheng Tang, Dong, Peijie +9 · 5 citations
    Economics, Econometrics and Finance · Physics and Astronomy · Computer Science · #Credit Risk and Financial Regulations #Magnetic properties of thin films #Advanced Data Storage Technologies
  27. LongGenBench: Long-context Generation Benchmark
    2024/10/05 by Liu, Xiang, Dong, Peijie, Hu, Xuming +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  28. Depression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach
    2023/03/06 by Zhang, Wenli, Xie, Jiaheng, Zhang, Zhu +1 · 1 citation
    #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #H.4.m #K.5 #Social and Information Networks (cs.SI)
  29. Implication of neutron star observations to the origin of nucleon mass
    2025/08/01 by Bikai Gao, Xiang Liu, Gao, Bikai +5 · 3 citations
    Physics and Astronomy · #Pulsars and Gravitational Waves Research #Quantum Chromodynamics and Particle Interactions #High-Energy Particle Collisions Research
  30. Doubly charmed hexaquarks in the diquark picture
    2025/04/08 by An, Hong-Tao, Luo, Si-Qiang, Liu, Xiang · 3 citations
    #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)
  31. Care for the Mind Amid Chronic Diseases: An Interpretable AI Approach Using IoT
    2022/11/08 by Jiaheng Xie, Xie, Jiaheng, Xiaohang Zhao +5 · 1 citation
    Psychology · #Digital Mental Health Interventions #Mental Health Research Topics #Mental Health via Writing
  32. Plum: Prompt Learning using Metaheuristic
    2023/11/14 by Rui Pan, Pan, Rui, Shuo Xing +13 · 1 citation
    Computer Science · Decision Sciences · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Scheduling and Timetabling Solutions
  33. FlowKV: Enhancing Multi-Turn Conversational Coherence in LLMs via Isolated Key-Value Cache Management
    2025/05/21 by Xiang Liu, Hong Chen, Liu, Xiang +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services #Speech and dialogue systems
  34. Gaussian Primitives for Deformable Image Registration
    2024/06/05 by Li, Jihe, Liu, Xiang, Zhang, Fabian +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Enhanced Structured Lasso Pruning with Class-wise Information
    2025/02/13 by Liu, Xiang, Li, Mingchen, Li, Xia +7 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. State Space Model Meets Transformer: A New Paradigm for 3D Object Detection
    2025/03/18 by Wang, Chuxin, Yang, Wenfei, Liu, Xiang +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. Skin effect in Non-Hermitian systems with spin
    2024/08/14 by Wenna Zhang, Zhang, Wenna, Yu‐Tao Hu +15 · 1 citation
    Chemistry · Physics and Astronomy · #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Molecular spectroscopy and chirality #Quantum Mechanics and Non-Hermitian Physics #Quantum chaos and dynamical systems
  38. Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models
    2023/11/07 by Longteng Zhang, Zhang, Longteng, Xiang Liu +19 · 1 citation
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Natural Language Processing Techniques #Performance (cs.PF) #Topic Modeling
  39. Tracking the jet-like corona of black hole Swift J1727.8-1613 during a flare state through Type-C quasi-periodic oscillations
    2024/10/09 by Jie Liao, Ning Chang, Liao, Jie +21 · 1 citation
    Physics and Astronomy · #Astrophysical Phenomena and Observations #FOS: Physical sciences #Gamma-ray bursts and supernovae #High Energy Astrophysical Phenomena (astro-ph.HE) #Pulsars and Gravitational Waves Research
  40. Efficient Reasoning via Chain of Unconscious Thought
    2025/05/26 by Gong, Ruihan, Yue Liu, Liu, Yue +23 · 2 citations
    Computer Science · #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. Double parton distributions of the proton from basis light-front quantization
    2024/10/15 by Peng, Tian-Cai, Hu, Zhi, Nair, Sreeraj +5 · 1 citation
    #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph)
  42. CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring
    2025/05/20 by Su, Jiamin, Yan, Yibo, Gao, Zhuoran +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?
    2025/02/24 by Tang, Zhenheng, Liu, Xiang, Wang, Qian +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Machine Learning (cs.LG)
  44. The quest for topped hadrons
    2025/08/25 by Luo, Si-Qiang, Huang, Qi, Liu, Xiang · 3 citations
    #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph)
  45. Electromagnetic characteristics as probes into the inner structures of the predicted Ξc(',*)D(*)s molecular states
    2025/10/21 by Zhu, Sheng-He, Wang, Fu-Lai, Liu, Xiang · 1 citation
    #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)
  46. Investigating hybrid mesons with 0+- and 2+- exotic quantum numbers
    2025/03/08 by Chen, Bing, Liu, Xiang · 1 citation
    #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph)
  47. One-shot Federated Learning Methods: A Practical Guide
    2025/02/13 by Xiang Liu, Zhenheng Tang, Liu, Xiang +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  48. Electromagnetic properties of possible triple-charm molecular hexaquarks
    2025/05/15 by Zhang, Chen-Ke, Wang, Fu-Lai, Luo, Si-Qiang +1 · 2 citations
    #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)
  49. Topological Machine Learning for Protein-Nucleic Acid Binding Affinity Changes Upon Mutation
    2025/05/28 by Xiang Liu, JunJie Wee, Liu, Xiang +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #FOS: Biological sciences #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM) #Topological and Geometric Data Analysis
  50. Styl3R: Instant 3D Stylized Reconstruction for Arbitrary Scenes and Styles
    2025/05/27 by Peng Wang, Xiang Liu, Wang, Peng +3 · 2 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction