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See-Kiong Ng

  1. MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks
    2019/01/15 by Dan Li, Li, Dan, Dacheng Chen +9 · 14 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting
  2. Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
    2024/06/25 by Wenhao Shi, Shi, Wenhao, Zhiqiang Hu +13 · 21 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  3. Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
    2023/11/01 by Yang Deng, Wenxuan Zhang, Deng, Yang +7 · 15 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems
  4. Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
    2023/10/10 by Xinyu Lin, Wenjie Wang, Lin, Xinyu +9 · 12 citations
    Computer Science · Medicine · #Topic Modeling #Recommender Systems and Techniques #Radiomics and Machine Learning in Medical Imaging
  5. Ask-before-Plan: Proactive Language Agents for Real-World Planning
    2024/06/18 by Xuan Zhang, Zhang, Xuan, Yang Deng +7 · 13 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geographic Information Systems Studies #Semantic Web and Ontologies #Speech and dialogue systems
  6. Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers
    2023/10/02 by Xiaoqiang Lin, Lin, Xiaoqiang, Zhaoxuan Wu +13 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Topic Modeling
  7. Order-agnostic Identifier for Large Language Model-based Generative Recommendation
    2025/02/15 by Xinyu Lin, Lin, Xinyu, Shi, Haihan +10 · 11 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
  8. On the Multi-turn Instruction Following for Conversational Web Agents
    2024/02/23 by Yang Deng, Deng, Yang, Xuan Zhang +9 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation
  9. Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives
    2024/06/09 by Thông Nguyen, Nguyen, Thong, Bin Yi +15 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  10. PINNACLE: PINN Adaptive ColLocation and Experimental points selection
    2024/04/11 by Gregory Kang Ruey Lau, Apivich Hemachandra, Lau, Gregory Kang Ruey +5 · 7 citations
    Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Neural Networks and Applications #Generative Adversarial Networks and Image Synthesis
  11. Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars
    2024/05/25 by Zhaoxuan Wu, Xiaoqiang Lin, Wu, Zhaoxuan +13 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #AI-based Problem Solving and Planning
  12. Prompt Optimization with Human Feedback
    2024/05/27 by Xiaoqiang Lin, Lin, Xiaoqiang, Zhongxiang Dai +9 · 6 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
  13. Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models
    2024/02/05 by Zhiyuan Hu, Hu, Zhiyuan, Chumin Liu +15 · 5 citations
    Computer Science · #Topic Modeling
  14. Polyglot Prompt: Multilingual Multitask PrompTraining
    2022/04/29 by Jinlan Fu, Fu, Jinlan, See-Kiong Ng +3 · 3 citations
    Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Natural Language Processing Techniques
  15. Localized Zeroth-Order Prompt Optimization
    2024/03/05 by Wenyang Hu, Yao Shu, Hu, Wenyang +13 · 5 citations
    Computer Science · Engineering · Mathematics · #Advanced Control Systems Design #Advanced Optimization Algorithms Research #Artificial Intelligence (cs.AI) #Digital Filter Design and Implementation #FOS: Computer and information sciences
  16. PHAnToM: Persona-based Prompting Has An Effect on Theory-of-Mind Reasoning in Large Language Models
    2024/03/04 by Fiona Anting Tan, Gerard Yeo, Tan, Fiona Anting +15 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  17. A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond
    2023/05/22 by Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Kashyap, Abhinav Ramesh +9 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  18. LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models
    2024/08/31 by Zhiyuan Hu, Yuliang Liu, Hu, Zhiyuan +18 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech Recognition and Synthesis #Topic Modeling
  19. OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System
    2025/09/22 by Sunhao Dai, Dai, Sunhao, Jiakai Tang +28 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
  20. CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs
    2025/01/28 by Jinlan Fu, Fu, Jinlan, Shenzhen Huangfu +11 · 8 citations
    Computer Science · #Natural Language Processing Techniques #Web Applications and Data Management #Speech and dialogue systems
  21. One-Shot Sequential Federated Learning for Non-IID Data by Enhancing Local Model Diversity
    2024/04/18 by Naibo Wang, Wang, Naibo, Yuchen Deng +9 · 3 citations
    Computer Science · #Privacy-Preserving Technologies in Data
  22. NextQuill: Causal Preference Modeling for Enhancing LLM Personalization
    2025/06/03 by Xiaoyan Zhao, Zhao, Xiaoyan, Juntao You +13 · 11 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Semantic Web and Ontologies
  23. Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation
    2024/12/10 by Thong Thanh Nguyen, Xiaobao Wu, Nguyen, Thong Thanh +9 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Multimodal Machine Learning Applications #Video Analysis and Summarization
  24. Continual Multimodal Contrastive Learning
    2025/03/19 by Xiaohao Liu, Xiaobo Xia, Liu, Xiaohao +5 · 6 citations
    Psychology · #Communication in Education and Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Hint-before-Solving Prompting: Guiding LLMs to Effectively Utilize Encoded Knowledge
    2024/02/22 by Jinlan Fu, Shenzhen Huangfu, Fu, Jinlan +7 · 2 citations
    Computer Science · #Natural Language Processing Techniques
  26. Fair yet Asymptotically Equal Collaborative Learning
    2023/06/09 by Xiaoqiang Lin, Lin, Xiaoqiang, Xinyi Xu +7 · 2 citations
    Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI #Experimental Behavioral Economics Studies
  27. Origin-Aware Next Destination Recommendation with Personalized Preference Attention
    2020/12/03 by Nicholas Lim, Bryan Hooi, Lim, Nicholas +11 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
  28. Guiding VLM Agents with Process Rewards at Inference Time for GUI Navigation
    2025/04/22 by Zhiyuan Hu, Shiyun Xiong, Hu, Zhiyuan +12 · 4 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Multi-Agent Systems and Negotiation #Optimization and Search Problems
  29. CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations
    2022/10/05 by Lin Xu, Xu, Lin, Qixian Zhou +7 · 1 citation
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  30. Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models
    2025/04/09 by Xiaoyan Zhao, Yang Deng, Zhao, Xiaoyan +13 · 3 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Recommender Systems and Techniques #Topic Modeling
  31. Chain of Thought Explanation for Dialogue State Tracking
    2024/03/07 by Lin Xu, Xu, Lin, Ningxin Peng +7 · 1 citation
    Computer Science · #Topic Modeling #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation
  32. TRACE: TRansformer-based Attribution using Contrastive Embeddings in LLMs
    2024/07/06 by Cheng Wang, Xinyang Lu, Wang, Cheng +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  33. SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs
    2025/04/17 by Haoxuan Li, Li, Haoxuan, Yi Bin +11 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
  34. WaterDrum: Watermarking for Data-centric Unlearning Metric
    2025/05/08 by Xinyang Lu, Xinyuan Niu, Lu, Xinyang +16 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Advanced Graph Neural Networks
  35. Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models
    2024/09/10 by Yao Shu, Shu, Yao, Wenyi Hu +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  36. FD-LLM: Large Language Model for Fault Diagnosis of Machines
    2024/12/02 by Hamzah A. A. M. Qaid, Bo Zhang, Qaid, Hamzah A. A. M. +7 · 1 citation
    Engineering · Computer Science · #Fault Detection and Control Systems #Engineering Diagnostics and Reliability #Advanced Computational Techniques and Applications
  37. MAMA: Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning
    2024/07/04 by T. Q. Nguyen, Nguyen, Thong, Bin Yi +15 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Video Analysis and Summarization
  38. Multi-Modal One-Shot Federated Ensemble Learning for Medical Data with Vision Large Language Model
    2025/01/06 by Naibo Wang, Wang, Naibo, Yifan Deng +7 · 1 citation
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Medical Imaging and Analysis
  39. CaIRec: Calibrated Modality Imputation for Incomplete Multimodal Recommendation
    2026/07/29 by Ruiyu Liu, Xiaohao Liu, Miaomiao Cai +2
    Computer Science · #cs.IR
  40. Learning from the Future: Privileged Self-Distillation for Sequential Recommendation
    2026/07/29 by Jiakai Tang, Yang Zhang, See-Kiong Ng +4
    Computer Science · #cs.IR