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Research

Web Intelligence

Mining, understanding and personalizing the Web and its content, including language and conversational AI.

Publications in this area

466 in total, most recent first.

  1. Causal Scaffolding for Physical Reasoning: A Benchmark for Causally-Informed Physical World Understanding in VLMsT Tang, Z Lin, Z Feng, T Ma, YS Ong, IWH Tsang, H Yin
  2. Hyperbolic Learning for Structured Data, Knowledge, and Memory: A TutorialJ Liu, M Yang, I King
  3. LC-ERD: Mining Latent Logic for Self-Evolving Reasoning via Consistency-Regulated Reward DecompositionY Chen, J Jiang, D Yu, Z Wu, J Liu, J Han, X Guo, J Qi, Y Li, Y Zhang, I King
  4. Ready to Sim? Inverse Parametric Building Modeling via Universal Anchor Representation for Urban SimulationJ Kim, PY Lai, JC Wong, CC Ooi, YS Ong, IWH Tsang
  5. From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Retrieval-Augmented Generation Agents DevelopmentM Li, J Qi, Y Wu, M Zhao, L Ma, Y Li, X Wang, Z Tai, Z Song, Y Zhang, HF Leung, I King
  6. Fine-Tuning Large Language Models for Automated English Speaking Proficiency Assessment Using Multimodal Linguistic and Prosodic FeaturesK Agarwal, JH Chan
  7. QD-LLMs: Quality-Diversity Optimization with LLMs for Generative Design ExplorationA Koh, M Wong, J Liu, C Chen, T Rios, S Menzel, YS Ong
  8. Multi-Objective Orchestration of Small Language Model Ensembles: Balancing Accuracy, Diversity, and FairnessA Dhar, S Das, K Deb
  9. Cross-Modal Emotion Discrepancy Detection: Detecting When Voice Reveals Emotions That Text ConcealsKH Hein, JH Chan
  10. Adapting Vision Transformer Models for Thai Cat Breed Classification via Dataset Augmentation and Class Cardinality ReductionN Sarutipaisan, P Maksap, C Keawphinit, B Watanapa
  11. Lumina: Seasonal Color Analysis System with Explainable Machine LearningNYP Ou, JH Chan
  12. A Structured Prompt Design Algorithm for Contextual Health Data Extraction in Elderly Virtual Companion SystemsP Suta, P Mongkolnam