Wynne Hsu
Provost's Chair Professor
Works on data analytics and machine learning, including AI in healthcare, retinal image analysis and social media analytics.
Wynne Hsu's lab at NUS works on computational social science, data management & big data and language & society. 43 papers since 2023, 26 at top venues, mostly ACM MM and NeurIPS. 8 PhD students. 32 alumni. Applications close .
At a glance
- papers, 2023–2026
- 11/ year
- at T1 venues
- 60%
- PhD students
- 8
- MS students
- 0
- alumni listed
- 32
Papers by yearfrom DBLP, 2023–2026
- 10 papers2026 · T1 8 · collecting
- 15 papers2025 · T1 7
- 10 papers2024 · T1 6
- 8 papers2023 · T1 5
T1 venuesOtherVenues: ACM MM, NeurIPS, ACL, EMNLP, ICLR
Research focuspaper titles that use each topic's words
- Language & society5 papers
- Computational social science0 papers
- Data management & big data0 papers
- analytics0 papers
- data analytics0 papers
Paper list
From DBLP.
202610 papers
- IJCV (T1)Dr.V : A Hierarchical Perception-Temporal-Cognition Framework to Diagnose Video Hallucination by Fine-Grained Spatial-Temporal Grounding (opens in a new tab)
- WACVDREAM: Dynamic Prompts and GuidedMix for Efficient Continual Adaptation of Visual-Language Models (opens in a new tab)
- ICLR (T1)LogicReward: Incentivizing LLM Reasoning via Step-Wise Logical Supervision (opens in a new tab)
- ICDE (T1)Mitigating GenAI-Powered Evidence Pollution for Out-Of-Context Misinformation Detection (opens in a new tab)
- AAAI (T1)Orthogonal Spatial-temporal Distributional Transfer for 4D Generation (opens in a new tab)
- SIGIR (T1)R3Check: Reinforcement Learning for Iterative Retrieval and Structured Reasoning in Complex Fact Checking (opens in a new tab)
- npj Digit. MedicineReply to determining MCID threshold for Knee Society Score to assess patient satisfaction in knee arthroplasty (opens in a new tab)
- ACL (T1)Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment (opens in a new tab)
- CVPR (T1)UniM: A Unified Any-to-Any Interleaved Multimodal Benchmark (opens in a new tab)
- ICLR (T1)Unveiling the Cognitive Compass: Theory-of-Mind-Guided Multimodal Emotion Reasoning (opens in a new tab)
202515 papers
- ACL (T1)Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework (opens in a new tab)
- IJCAI (T1)ChronoFact: Timeline-based Temporal Fact Verification (opens in a new tab)
- ACM MMCombating Online Misinformation Videos: Characterization, Detection, and Prevention (opens in a new tab)
- ACM MMFormFactory: An Interactive Benchmarking Suite for Multimodal Form-Filling Agents (opens in a new tab)
- EMNLP (T1)From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations (opens in a new tab)
- ECAIHybrid Multi-View Approach Towards Augmenting Large Language Models for Human Activity Recognition (opens in a new tab)
- ACM MMLEAF-Mamba: Local Emphatic and Adaptive Fusion State Space Model for RGB-D Salient Object Detection (opens in a new tab)
- Digit. Gov. Res. Pract.Misinformation, Disinformation, and Generative AI: Implications for Perception and Policy (opens in a new tab)
- ICCVWMONET: Multi-Modal Online Continual Learning with Novelty Estimation (opens in a new tab)
- ECAIMulti-Modal Continual Learning via Cross-Modality Adapters and Representation Alignment with Knowledge Preservation (opens in a new tab)
- NeurIPS (T1)MuSLR: Multimodal Symbolic Logical Reasoning (opens in a new tab)
- NeurIPS (T1)Test-Time Adaptation by Causal Trimming (opens in a new tab)
202410 papers
- CVPR WorkshopAn End-to-End Vision Transformer Approach for Image Copy Detection (opens in a new tab)
- IJCAI (T1)Cross-Domain Feature Augmentation for Domain Generalization (opens in a new tab)
- ACL (T1)Faithful Logical Reasoning via Symbolic Chain-of-Thought (opens in a new tab)
- npj Digit. MedicineIdentifying who are unlikely to benefit from total knee arthroplasty using machine learning models (opens in a new tab)
- WASSAModeling Complex Interactions in Long Documents for Aspect-Based Sentiment Analysis (opens in a new tab)
- ACM MMPanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis (opens in a new tab)
- CVPR (T1)Sniffer: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection (opens in a new tab)
- EMNLP (T1)Time Matters: An End-to-End Solution for Temporal Claim Verification (opens in a new tab)
- ICLR (T1)Towards Robust Out-of-Distribution Generalization Bounds via Sharpness (opens in a new tab)
- ICML (T1)Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition (opens in a new tab)
20238 papers
- J. Am. Medical Informatics Assoc.Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes (opens in a new tab)
- AAAI Summer SymposiaIntegrating Medication Recommendation and Lab Test Response Prediction for Enhanced Clinical Decision Support (opens in a new tab)
- ICCV (T1)Label-Efficient Online Continual Object Detection in Streaming Video (opens in a new tab)
- AAAI (T1)Leveraging Old Knowledge to Continually Learn New Classes in Medical Images (opens in a new tab)
- NeurIPS (T1)Multi-Object Representation Learning via Feature Connectivity and Object-Centric Regularization (opens in a new tab)
- NeurIPS (T1)REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling (opens in a new tab)
- ICCV (T1)Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation (opens in a new tab)
- J. Am. Medical Informatics Assoc.Using similar patients to predict complication in patients with diabetes, hypertension, and lipid disorder: a domain knowledge-infused convolutional neural network approach (opens in a new tab)
Where alumni went32 listed
Apply to NUSFall 2027
School of Computing PhD in Computer Science
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