Ivor W. Tsang

A*STAR, Singapore

49 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8095-4637 ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×12 ICML ×6 NeurIPS ×6 AAAI ×4 ICDE ×3 IJCAI ×3 ACL ×2 CVPR ×2 ECAI ×2 AAMAS ×1 ACM MM ×1 ECCV ×1 ECML-PKDD ×1 EMNLP ×1 ICCV ×1 MICCAI ×1 SIGKDD ×1 WACV ×1

Frequent coauthors

Qing Guo

×11

Yueming Lyu

×8

Guang Dai

×7

Haishan Ye

×6

Xingrui Yu

×5

Yuangang Pan

×5

Xiaofeng Cao

×5

Yew Soon Ong

×5

Hangwei Qian

×4

Yue Cao

×4

Yang Liu

×4

Feiyang Ye

×4

Papers

Correspondence Coverage Matters for Multi-Modal Dataset Distillation
AAAI 2026 ·
Zhuohang Dang
,
Minnan Luo
,
Chengyou Jia
,
Hangwei Qian
,
Xinyu Zhang
,
Xiaojun Chang
, Ivor W. Tsang
From Language to Driving: A Dual-Loop SLM-Enhanced Framework for Multi-Planner Scheduling via a Domain-Specific Language
ACL 2026 ·
Jiawei Liu
,
Xun Gong
,
Muli Yang
,
Xingrui Yu
,
Fen Fang
,
Xulei Yang
, Ivor W. Tsang,
Yunfeng Hu
,
Hong Chen
,
Qing Guo
GenMatLab: A Generative Platform for Inverse Materials Design
AAAI 2026 ·
Hangwei Qian
,
Yang He
,
Yaxin Shi
, Ivor W. Tsang
JetBGC: Joint Robust Embedding and Structural Fusion Bipartite Graph Clustering (Extended Abstract)
ICDE 2026 ·
Liang Li
,
Yuangang Pan
,
Junpu Zhang
,
Pei Zhang
,
Jie Liu
,
Xinwang Liu
,
Kenli Li
, Ivor W. Tsang,
Keqin Li
MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents
AAAI 2026 ·
Yun Xing
,
Nhat Chung
,
Jie Zhang
,
Yue Cao
, Ivor W. Tsang,
Yang Liu
,
Lei Ma
,
Qing Guo
Power of Boundary and Reflection: Semantic Transparent Object Segmentation using Pyramid Vision Transformer with Transparent Cues
WACV 2026 ·
Tuan-Anh Vu
,
Hai Nguyen-Truong
,
Ziqiang Zheng
,
Binh-Son Hua
,
Qing Guo
, Ivor W. Tsang,
Sai-Kit Yeung
Safety Sidecar: Reflection-Driven Runtime Control for Safer Agents
ACL 2026 ·
Bin Wang
,
Jiazheng Quan
,
Xingrui Yu
,
Hansen Hu
,
Yu Hao
,
Anjun Gao
,
Zhenglin Wan
,
Hui Li
, Ivor W. Tsang
Analytical Construction on Geometric Architectures: Transitioning from Static to Temporal Link Prediction
ICML 2025 ·
Yadong Sun
,
Xiaofeng Cao
, Ivor W. Tsang,
Heng Tao Shen
AngleRoCL: Angle-Robust Concept Learning for Physically View-Invariant Adversarial Patches
NeurIPS 2025 ·
Wenjun Ji
,
Yuxiang Fu
,
Luyang Ying
,
Deng-Ping Fan
,
Yuyi Wang
,
Ming-Ming Cheng
, Ivor W. Tsang,
Qing Guo
BGAE: Auto-encoding Multi-view Bipartite Graph Clustering (Extended Abstract)
ICDE 2025 ·
Liang Li
,
Yuangang Pan
,
Jie Liu
,
Yue Liu
,
Xinwang Liu
,
Kenli Li
, Ivor W. Tsang,
Keqin Li
Balanced Image Stylization with Style Matching Score
ICCV 2025 ·
Yuxin Jiang
,
Liming Jiang
,
Shuai Yang
,
Jia-Wei Liu
, Ivor W. Tsang,
Mike Zheng Shou
Beyond-Expert Performance with Limited Demonstrations: Efficient Imitation Learning with Double Exploration
ICLR 2025 ·
Heyang Zhao
,
Xingrui Yu
,
David Mark Bossens
, Ivor W. Tsang,
Quanquan Gu
Boosting with Fewer Tokens: Multi-Query Optimization for LLMs Using Node Text and Neighbor Cues
ICDE 2025 ·
Yujie Fang
,
Xin Li
,
Yuangang Pan
,
Xin Huang
, Ivor W. Tsang
DepthVanish: Optimizing Adversarial Interval Structures for Stereo-Depth-Invisible Patches
NeurIPS 2025 ·
Yun Xing
,
Yue Cao
,
Nhat Chung
,
Jie M. Zhang
, Ivor W. Tsang,
Ming-Ming Cheng
,
Yang Liu
,
Lei Ma
,
Qing Guo
Diversifying Policy Behaviors with Extrinsic Behavioral Curiosity
ICML 2025 ·
Zhenglin Wan
,
Xingrui Yu
,
David Mark Bossens
,
Yueming Lyu
,
Qing Guo
,
Flint Xiaofeng Fan
,
Yew-Soon Ong
, Ivor W. Tsang
Fast Direct: Query-Efficient Online Black-box Guidance for Diffusion-model Target Generation
ICLR 2025 ·
Kim Yong Tan
,
Yueming Lyu
, Ivor W. Tsang,
Yew-Soon Ong
Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey
IJCAI 2025 ·
Haiyan Yin
,
Hangwei Qian
,
Yaxin Shi
, Ivor W. Tsang,
Yew-Soon Ong
HynetImpute: Missing Pattern Specialized Imputation via Hypernetwork
ECAI 2025 ·
Ken Cheong
,
William K. Cheung
, Ivor W. Tsang
Imitation from Diverse Behaviors: Wasserstein Quality Diversity Imitation Learning with Single-Step Archive Exploration
AAMAS 2025 ·
Xingrui Yu
,
Zhenglin Wan
,
David Mark Bossens
,
Yueming Lyu
,
Qing Guo
, Ivor W. Tsang
InstructFlow: Adaptive Symbolic Constraint-Guided Code Generation for Long-Horizon Planning
NeurIPS 2025 ·
Haotian Chi
,
Zeyu Feng
,
Yueming Lyu
,
Chengqi Zheng
,
Linbo Luo
,
Yew Soon Ong
, Ivor W. Tsang,
Hechang Chen
,
Yi Chang
,
Haiyan Yin
Instructing Text-to-Image Diffusion Models via Classifier-Guided Semantic Optimization
IJCAI 2025 ·
Yuanyuan Chang
,
Yinghua Yao
,
Tao Qin
,
Mengmeng Wang
, Ivor W. Tsang,
Guang Dai
Max-Mahalanobis Anchors Guidance for Multi-View Clustering
AAAI 2025 ·
Pei Zhang
,
Yuangang Pan
,
Siwei Wang
,
Shengju Yu
,
Huiying Xu
,
En Zhu
,
Xinwang Liu
, Ivor W. Tsang
ProAdvPrompter: A Two-Stage Journey to Effective Adversarial Prompting for LLMs
ICLR 2025 ·
Hao Di
,
Tong He
,
Haishan Ye
,
Yinghui Huang
,
Xiangyu Chang
,
Guang Dai
, Ivor W. Tsang
SceneTAP: Scene-Coherent Typographic Adversarial Planner against Vision-Language Models in Real-World Environments
CVPR 2025 ·
Yue Cao
,
Yun Xing
,
Jie Zhang
,
Di Lin
,
Tianwei Zhang
, Ivor W. Tsang,
Yang Liu
,
Qing Guo
Second-Order Fine-Tuning without Pain for LLMs: A Hessian Informed Zeroth-Order Optimizer
ICLR 2025 ·
Yanjun Zhao
,
Sizhe Dang
,
Haishan Ye
,
Guang Dai
,
Yi Qian
, Ivor W. Tsang
Sharpness-Aware Black-Box Optimization
ICLR 2025 ·
Feiyang Ye
,
Yueming Lyu
,
Xuehao Wang
,
Masashi Sugiyama
,
Yu Zhang
, Ivor W. Tsang
Training-Free Dataset Pruning for Instance Segmentation
ICLR 2025 ·
Yalun Dai
,
Lingao Xiao
, Ivor W. Tsang,
Yang He
A First-Order Multi-Gradient Algorithm for Multi-Objective Bi-Level Optimization
ECAI 2024 ·
Feiyang Ye
,
Baijiong Lin
,
Xiaofeng Cao
,
Yu Zhang
, Ivor W. Tsang
AHIVE: Anatomy-Aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval
CVPR 2024 ·
Sixing Yan
,
William K. Cheung
, Ivor W. Tsang,
Wan Hang Keith Chiu
,
Terence M. Tong
,
Ka Chun Cheung
,
Simon See
Adaptive Stochastic Gradient Algorithm for Black-box Multi-Objective Learning
ICLR 2024 ·
Feiyang Ye
,
Yueming Lyu
,
Xuehao Wang
,
Yu Zhang
, Ivor W. Tsang
Boosting Transferability in Vision-Language Attacks via Diversification Along the Intersection Region of Adversarial Trajectory
ECCV 2024 ·
Sensen Gao
,
Xiaojun Jia
,
Xuhong Ren
, Ivor W. Tsang,
Qing Guo
Can Gaussian Sketching Converge Faster on a Preconditioned Landscape?
ICML 2024 ·
Yilong Wang
,
Haishan Ye
,
Guang Dai
, Ivor W. Tsang
Cross-Context Backdoor Attacks against Graph Prompt Learning
SIGKDD 2024 ·
Xiaoting Lyu
,
Yufei Han
,
Wei Wang
,
Hangwei Qian
, Ivor W. Tsang,
Xiangliang Zhang
DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding
EMNLP 2024 ·
Bowen Xing
,
Lizi Liao
,
Minlie Huang
, Ivor W. Tsang
Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold
ICLR 2024 ·
Jun Chen
,
Haishan Ye
,
Mengmeng Wang
,
Tianxin Huang
,
Guang Dai
, Ivor W. Tsang,
Yong Liu
Diagnose with Uncertainty Awareness: Diagnostic Uncertainty Encoding Framework for Radiology Report Generation
MICCAI 2024 ·
Sixing Yan
,
Haiyan Yin
, Ivor W. Tsang,
William K. Cheung
Diversified Batch Selection for Training Acceleration
ICML 2024 ·
Feng Hong
,
Yueming Lyu
,
Jiangchao Yao
,
Ya Zhang
, Ivor W. Tsang,
Yanfeng Wang
Double Stochasticity Gazes Faster: Snap-Shot Decentralized Stochastic Gradient Tracking Methods
ICML 2024 ·
Hao Di
,
Haishan Ye
,
Xiangyu Chang
,
Guang Dai
, Ivor W. Tsang
Double Variance Reduction: A Smoothing Trick for Composite Optimization Problems without First-Order Gradient
ICML 2024 ·
Hao Di
,
Haishan Ye
,
Yueling Zhang
,
Xiangyu Chang
,
Guang Dai
, Ivor W. Tsang
Fast Unpaired Multi-view Clustering
IJCAI 2024 ·
Xingfeng Li
,
Yuangang Pan
,
Yinghui Sun
,
Quansen Sun
, Ivor W. Tsang,
Zhenwen Ren
IRAD: Implicit Representation-driven Image Resampling against Adversarial Attacks
ICLR 2024 ·
Yue Cao
,
Tianlin Li
,
Xiaofeng Cao
, Ivor W. Tsang,
Yang Liu
,
Qing Guo
Low-Hanging Fruit: Knowledge Distillation from Noisy Teachers for Open Domain Spoken Language Understanding
ECML-PKDD 2024 ·
Cheng Chen
,
Bowen Xing
, Ivor W. Tsang
MetaRepair: Learning to Repair Deep Neural Networks from Repairing Experiences
ACM MM 2024 ·
Yun Xing
,
Qing Guo
,
Xiaofeng Cao
, Ivor W. Tsang,
Lei Ma
Multisize Dataset Condensation
ICLR 2024 ·
Yang He
,
Lingao Xiao
,
Joey Tianyi Zhou
, Ivor W. Tsang
On Harmonizing Implicit Subpopulations
ICLR 2024 ·
Feng Hong
,
Jiangchao Yao
,
Yueming Lyu
,
Zhihan Zhou
, Ivor W. Tsang,
Ya Zhang
,
Yanfeng Wang
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting
NeurIPS 2024 ·
Jinliang Deng
,
Feiyang Ye
,
Du Yin
,
Xuan Song
, Ivor W. Tsang,
Hui Xiong
Self-Teaching Prompting for Multi-Intent Learning with Limited Supervision
ICLR 2024 ·
Cheng Chen
, Ivor W. Tsang
Sharpness-Aware Minimization Activates the Interactive Teaching's Understanding and Optimization
NeurIPS 2024 ·
Mingwei Xu
,
Xiaofeng Cao
, Ivor W. Tsang
Towards Harmless Rawlsian Fairness Regardless of Demographic Prior
NeurIPS 2024 ·
Xuanqian Wang
,
Jing Li
, Ivor W. Tsang,
Yew Soon Ong