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Xiangliang Zhang

  1. What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks
    2023/05/27 by Taicheng Guo, Guo, Taicheng, Kehan Guo +12 · 38 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
  2. Evaluating Large Language Models in Scientific Discovery
    2025/12/17 by Zhangde Song, Song, Zhangde, Jieyu Lu +109 · 18 voices · 2 citations
    Materials Science · Medicine · Social Sciences · #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods
  3. TrustLLM: Trustworthiness in Large Language Models
    2024/01/01 by Yue Huang, Huang, Yue, Lichao Sun +136 · 37 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
  4. PAGE: A Simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization
    2020/08/25 by Zhize Li, Hongyan Bao, Li, Zhize +5 · 17 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  5. Preference Leakage: A Contamination Problem in LLM-as-a-judge
    2025/02/03 by Dawei Li, Li, Dawei, Renliang Sun +14 · 28 citations
    Business, Management and Accounting · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #Dispute Resolution and Class Actions #FOS: Computer and information sciences #Law, Economics, and Judicial Systems #Machine Learning (cs.LG)
  6. Graph-based Molecular Representation Learning
    2022/07/08 by Zhichun Guo, Guo, Zhichun, Kehan Guo +19 · 8 citations
    Chemistry · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM) #Various Chemistry Research Topics
  7. Fast-adapting and privacy-preserving federated recommender system
    2021/10/03 by Qinyong Wang, Hongzhi Yin, Tong Chen +3 · 7 citations
    Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  8. Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation
    2021/01/16 by Junliang Yu, Yu, Junliang, Hongzhi Yin +9 · 5 citations
    Computer Science · Psychology · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Mental Health via Writing #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
  9. Target-aware Abstractive Related Work Generation with Contrastive Learning
    2022/05/26 by Xiuying Chen, Hind Alamro, Chen, Xiuying +11 · 5 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
  10. SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark
    2024/02/06 by Zhenwen Liang, Kehan Guo, Liang, Zhenwen +17 · 7 citations
    Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Online and Blended Learning
  11. Political-LLM: Large Language Models in Political Science
    2024/12/09 by Lincan Li, Jiaqi Li, Li, Lincan +89 · 11 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences
  12. Defending Jailbreak Prompts via In-Context Adversarial Game
    2024/02/20 by Yujun Zhou, Zhou, Yujun, Yufei Han +11 · 6 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification
    2024/10/05 by Zhenwen Liang, Liang, Zhenwen, Ye Liu +9 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Software Engineering Research
  14. Knowledge Distillation on Graphs: A Survey
    2023/02/01 by Yijun Tian, Tian, Yijun, Shichao Pei +7 · 4 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  15. HonestLLM: Toward an Honest and Helpful Large Language Model
    2024/06/01 by Chujie Gao, Gao, Chujie, Siyuan Wu +15 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  16. Towards Improving Faithfulness in Abstractive Summarization
    2022/10/04 by Xiuying Chen, Chen, Xiuying, Mingzhe Li +5 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  17. Socially-Aware Self-Supervised Tri-Training for Recommendation
    2021/06/07 by Junliang Yu, Yu, Junliang, Hongzhi Yin +9 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques
  18. Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations?
    2024/10/30 by Yue Huang, Zhengqing Yuan, Huang, Yue +19 · 6 citations
    Social Sciences · #Artificial Intelligence in Law
  19. Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation
    2023/05/22 by Zhenwen Liang, Liang, Zhenwen, Wenhao Yu +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics #Topic Modeling
  20. DataGen: Unified Synthetic Dataset Generation via Large Language Models
    2024/06/27 by Yi Huang, Huang, Yue, Siyuan Wu +19 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  21. Cross-Context Backdoor Attacks against Graph Prompt Learning
    2024/05/28 by Xiaoting Lyu, Lyu, Xiaoting, Yufei Han +9 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions
    2024/05/29 by Zhenwen Liang, Dian Yu, Liang, Zhenwen +11 · 4 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mathematics Education and Teaching Techniques
  23. Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models
    2024/12/22 by Lang Gao, Gao, Lang, Xiangliang Zhang +6 · 5 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Digital and Cyber Forensics #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  24. Multi-View Multiple Clusterings using Deep Matrix Factorization
    2019/11/26 by Shaowei Wei, Jun Wang, Wei, Shaowei +6 · 2 citations
    Computer Science · #Advanced Clustering Algorithms Research #Advanced Data Compression Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  25. MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning
    2023/07/16 by Zhenwen Liang, Liang, Zhenwen, Dian Yu +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  26. Knowledge Graph Enhanced Language Agents for Recommendation
    2024/10/25 by Taicheng Guo, Guo, Taicheng, Chaochun Liu +13 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multiagent Systems (cs.MA) #Recommender Systems and Techniques #Topic Modeling
  27. Attention-Aware Answers of the Crowd
    2019/12/24 by Jingzheng Tu, Tu, Jingzheng, Guoxian Yu +7 · 1 citation
    Computer Science · #Mobile Crowdsensing and Crowdsourcing #Data Stream Mining Techniques #Anomaly Detection Techniques and Applications
  28. HP-BERT: A Fine-Tuned BERT Model for Detecting Hinduphobia and Sentiment Analysis
    2020/06/18 by Yang, Qiang, Alamro, Hind, Somayah Albaradei +23 · 1 citation
    Computer Science · Psychology · Social Sciences · #FOS: Computer and information sciences #Humor Studies and Applications #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Misinformation and Its Impacts #Sentiment Analysis and Opinion Mining #Social and Information Networks (cs.SI)
  29. Does Head Label Help for Long-Tailed Multi-Label Text Classification
    2021/01/24 by Lin Xiao, Xiao, Lin, Xiangliang Zhang +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
  30. Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling
    2021/04/05 by Tong Chen, Chen, Tong, Hongzhi Yin +9 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Neural Networks and Applications
  31. Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction to Generation and Beyond
    2025/02/14 by Kehan Guo, Yili Shen, Guo, Kehan +18 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Chemistry · Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metabolomics and Mass Spectrometry Studies #Various Chemistry Research Topics #Water Quality Monitoring and Analysis
  32. SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs?
    2024/11/27 by Haomin Zhuang, Zhuang, Haomin, Yihua Zhang +10 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  33. NOSMOG: Learning Noise-robust and Structure-aware MLPs on Graphs
    2022/08/22 by Yijun Tian, Tian, Yijun, Chuxu Zhang +7 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. FALCON: Scalable Reasoning over Inconsistent ALC Ontologies
    2022/08/16 by Tilman Hinnerichs, Zhenwei Tang, Hinnerichs, Tilman +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Natural Language Processing Techniques #Semantic Web and Ontologies
  35. Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
    2025/06/05 by Yujun Zhou, Zhou, Yujun, Jane J. Ye +18 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  36. ArtELingo: A Million Emotion Annotations of WikiArt with Emphasis on Diversity over Language and Culture
    2022/11/19 by Youssef Mohamed, Mohamed, Youssef, Mohamed S. Abdelfattah +11 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Cancer-related molecular mechanisms research
  37. Graph Factorization Machines for Cross-Domain Recommendation
    2020/07/12 by Dongbo Xi, Fuzhen Zhuang, Xi, Dongbo +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  38. Prioritization First, Principles Second: An Adaptive Interpretation of Helpful, Honest, and Harmless Principles
    2025/02/09 by Yue Huang, Huang, Yue, Chujie Gao +14 · 1 voice · 2 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.CY
  39. Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation
    2025/09/18 by Yujun Zhou, Zhou, Yujun, Liang, Zhenwen +16 · 11 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Multimodal Machine Learning Applications
  40. UGMAE: A Unified Framework for Graph Masked Autoencoders
    2024/02/12 by Yijun Tian, Tian, Yijun, Chuxu Zhang +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Gene expression and cancer classification #Graph Theory and Algorithms
  41. TraffiDent: A Dataset for Understanding the Interplay Between Traffic Dynamics and Incidents
    2024/07/16 by Xiaochuan Gou, Gou, Xiaochuan, Ziyue Li +15 · 1 citation
    Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  42. Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis
    2025/02/19 by Yicheng Lang, Lang, Yicheng, Kehan Guo +13 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text Readability and Simplification
  43. SocialMaze: A Benchmark for Evaluating Social Reasoning in Large Language Models
    2025/05/29 by Xu Zhang, Yanbo Wang, Xu, Zixiang +29 · 3 citations
    Computer Science · #Hate Speech and Cyberbullying Detection #Topic Modeling #Multimodal Machine Learning Applications
  44. SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering
    2024/11/07 by Tianyu Yang, Yiyang Nan, Yang, Tianyu +8 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Music and Audio Processing #Video Analysis and Summarization
  45. Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking
    2025/05/20 by Tianle Gu, Zongqi Wang, Gu, Tianle +11 · 1 citation
    Computer Science · Engineering · #Advanced Steganography and Watermarking Techniques #Advancements in Photolithography Techniques #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Low-power high-performance VLSI design
  46. Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models
    2025/05/24 by Xu Zhang, Xu, Zixiang, Yanbo Wang +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  47. Flexible and Adaptable Summarization via Expertise Separation
    2024/06/08 by Xiuying Chen, Mingzhe Li, Chen, Xiuying +13 · 1 citation
    Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Advanced Text Analysis Techniques
  48. Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
    2025/02/03 by Yanbo Wang, Xu Zhang, Wang, Yanbo +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  49. MemoHarness: Agent Harnesses That Learn from Experience
    2026/07/14 by Yue Huang, Wenjie Wang, Han Bao +7 · 2 voices
    #cs.AI #cs.CL
  50. Learning from Synthetic Data without Model Collapse in Iterative Instruction Tuning
    2026/07/19 by Xiaonan Luo, Yue Huang, Kehan Guo +4
    #cs.CL