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Yankai Lin

  1. Large Language Diffusion Models
    2025/02/14 by Shen Nie, Nie, Shen, Fengqi Zhu +17 · 19 voices · 247 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
  2. Counterfactually Auditable Lifecycle Certification for Autonomous Agents
    2023/07/31 by Qin, Yujia, Shihao Liang, Liang, Shihao +33 · 250 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  3. Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View
    2019/09/07 by Deli Chen, Yankai Lin, Chen, Deli +9 · 42 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
  4. Tool Learning with Foundation Models
    2023/04/17 by Yujia Qin, Qin, Yujia, Shengding Hu +79 · 48 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Software Engineering Research
  5. User Behavior Simulation with Large Language Model based Agents
    2023/06/05 by Lei Wang, Wang, Lei, Jingsen Zhang +18 · 40 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  6. InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory
    2024/02/07 by Chaojun Xiao, Xiao, Chaojun, Pengle Zhang +13 · 43 citations
    Computer Science · #Neural Networks and Applications
  7. Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents
    2024/02/17 by Wenkai Yang, Xiaohan Bi, Yang, Wenkai +9 · 30 citations
    Computer Science · #Advanced Malware Detection Techniques #Digital and Cyber Forensics #Blockchain Technology Applications and Security
  8. DocRED: A Large-Scale Document-Level Relation Extraction Dataset
    2019/06/14 by Yuan Yao, Deming Ye, Yao, Yuan +17 · 15 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  9. Advancing LLM Reasoning Generalists with Preference Trees
    2024/04/02 by Lifan Yuan, Yuan, Lifan, Ganqu Cui +26 · 26 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies
  10. Don't Make Your LLM an Evaluation Benchmark Cheater
    2023/11/03 by Kun Zhou, Zhou, Kun, Yutao Zhu +15 · 22 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  11. RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models
    2021/10/15 by Wenkai Yang, Yang, Wenkai, Yankai Lin +7 · 14 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Topic Modeling
  12. Modeling Relation Paths for Representation Learning of Knowledge Bases
    2015/06/01 by Yankai Lin, Lin, Yankai, Zhiyuan Liu +9 · 12 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  13. Large Language Model-based Human-Agent Collaboration for Complex Task Solving
    2024/02/20 by Xueyang Feng, Feng, Xueyang, Zhiyuan Chen +11 · 11 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multi-Agent Systems and Negotiation #Robotics and Automated Systems #Semantic Web and Ontologies
  14. GenSim: A General Social Simulation Platform with Large Language Model based Agents
    2024/10/06 by Jiakai Tang, Tang, Jiakai, Xuchen Pan +24 · 16 citations
    Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Transportation and Mobility Innovations
  15. Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents
    2024/02/14 by Cheng Qian, Bingxiang He, Qian, Cheng +18 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  16. Towards Codable Watermarking for Injecting Multi-bits Information to LLMs
    2023/07/29 by Lean Wang, Wang, Lean, Wenkai Yang +13 · 9 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computation and Language (cs.CL) #Digital Media Forensic Detection #FOS: Computer and information sciences #Video Coding and Compression Technologies
  17. Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
    2024/10/16 by Yaxi Lu, Lu, Yaxi, Qian Cheng +26 · 15 citations
    Computer Science · Engineering · #Data Stream Mining Techniques #Reinforcement Learning in Robotics #Innovative Microfluidic and Catalytic Techniques Innovation
  18. WebCPM: Interactive Web Search for Chinese Long-form Question Answering
    2023/05/11 by Yujia Qin, Qin, Yujia, Zihan Cai +27 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  19. MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction
    2022/11/14 by Xiaozhi Wang, Yulin Chen, Wang, Xiaozhi +21 · 6 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
  20. ReLU2 Wins: Discovering Efficient Activation Functions for Sparse LLMs
    2024/02/06 by Zhengyan Zhang, Zhang, Zhengyan, Yixin Song +17 · 2 voices · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
  21. NumNet: Machine Reading Comprehension with Numerical Reasoning
    2019/10/15 by Qiu Ran, Yankai Lin, Ran, Qiu +7 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  22. MiniCPM4: Ultra-Efficient LLMs on End Devices
    2025/06/09 by MiniCPM Team, Chaojun Xiao, Yuxuan Li +148 · 19 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  23. Packed Levitated Marker for Entity and Relation Extraction
    2021/09/13 by Deming Ye, Ye, Deming, Yankai Lin +5 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Healthcare
  24. MAVEN: A Massive General Domain Event Detection Dataset
    2020/04/28 by Xiaozhi Wang, Wang, Xiaozhi, Ziqi Wang +17 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  25. Exploring Mode Connectivity for Pre-trained Language Models
    2022/10/25 by Yujia Qin, Cheng Qian, Qin, Yujia +15 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  26. Disentangle-based Continual Graph Representation Learning
    2020/10/06 by Xiaoyu Kou, Kou, Xiaoyu, Yankai Lin +9 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Topic Modeling
  27. CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade
    2020/12/29 by Lei Li, Yankai Lin, Li, Lei +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  28. Dynamic Knowledge Distillation for Pre-trained Language Models
    2021/09/23 by Lei Li, Li, Lei, Yankai Lin +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  29. Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation
    2026/02/12 by Wenkai Yang, Weijie Liu, Ruobing Xie +3 · 1 voice · 2 citations
    Computer Science · #cs.LG #cs.AI #cs.CL
  30. TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference
    2021/05/25 by Deming Ye, Ye, Deming, Yankai Lin +5 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  31. Learning to Generate Structured Output with Schema Reinforcement Learning
    2025/02/26 by Yue Lu, Lu, Yaxi, H. Li +15 · 6 citations
    Computer Science · #Topic Modeling #Software Engineering Research #Natural Language Processing Techniques
  32. AgentRM: Enhancing Agent Generalization with Reward Modeling
    2025/02/25 by Yu Xia, Xia, Yu, Fan, Jingru +16 · 6 citations
    Computer Science · #Fuzzy Logic and Control Systems #Data Stream Mining Techniques #Reinforcement Learning in Robotics
  33. Decouple knowledge from parameters for plug-and-play language modeling
    2023/05/19 by Xin Cheng, Yankai Lin, Cheng, Xin +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  34. Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs
    2024/10/18 by Runchu Tian, Tian, Runchu, Yanghao Li +22 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  35. Towards Effective and Efficient Continual Pre-training of Large Language Models
    2024/07/26 by Jie Chen, Chen, Jie, Zhipeng Chen +35 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  36. ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning
    2020/12/30 by Yujia Qin, Qin, Yujia, Yankai Lin +15 · 2 citations
    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
  37. Configurable Foundation Models: Building LLMs from a Modular Perspective
    2024/09/04 by Chaojun Xiao, Zhengyan Zhang, Xiao, Chaojun +43 · 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
  38. Exploring Backdoor Vulnerabilities of Chat Models
    2024/04/03 by Yunzhuo Hao, Hao, Yunzhuo, Wenkai Yang +3 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Security and Verification in Computing #Web Application Security Vulnerabilities
  39. Learning from Context or Names? An Empirical Study on Neural Relation Extraction
    2020/10/05 by Hao Peng, Tianyu Gao, Peng, Hao +13 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  40. Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution
    2024/01/25 by Cheng Qian, Qian, Cheng, Shihao Liang +15 · 2 citations
    Computer Science · Decision Sciences · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
  41. LLM-Based Multi-Agent Systems are Scalable Graph Generative Models
    2024/10/13 by Jiarui Ji, Ji, Jiarui, Runlin Lei +14 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  42. Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL
    2025/02/16 by Wei Yao, Wenkai Yang, Yao, Wei +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  43. CLEVE: Contrastive Pre-training for Event Extraction
    2021/05/30 by Ziqi Wang, Xiaozhi Wang, Wang, Ziqi +15 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  44. More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction
    2020/04/07 by Xu Han, Tianyu Gao, Han, Xu +17 · 3 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
  45. Beyond the Surface: Measuring Self-Preference in LLM Judgments
    2025/06/03 by Zhi-Yuan Chen, Chen, Zhi-Yuan, Hao Wang +7 · 5 citations
    Business, Management and Accounting · #Private Equity and Venture Capital #Taxation and Legal Issues
  46. CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation
    2022/04/02 by Pei Ke, Ke, Pei, Hao Zhou +11 · 1 citation
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  47. Learning Evolving Tools for Large Language Models
    2024/10/09 by Guoxin Chen, Zhong Zhang, Chen, Guoxin +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  48. ToLeaP: Rethinking Development of Tool Learning with Large Language Models
    2025/05/17 by Haotian Chen, Chen, Haotian, Zijun Song +18 · 2 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Machine Learning in Materials Science #Topic Modeling