← Authors

Siwei Wang

72 papers · 2011–2026 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) πŸƒ Academic Marathon (14) 🐝 Cross-Pollinator (4) πŸ—ΊοΈ Taxonomy Completionist (69) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (10) 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (22) 🀝 Dynamic Duo (38) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (33) πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (229) πŸ“ˆ Trend Setter ⚑ Prolific Year (19) ❓ The Questioner πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (66)

Conferences

AAAI (22) NIPS (15) ICML (13) CVPR (6) ICLR (6) ICCV (4) IJCAI (2) ACL (1) ACML (1) EMNLP (1) JMLR (1)

Top co-authors

Xinwang Liu (42) En Zhu (32) Zhibin Dong (15) Suyuan Liu (15) Ke Liang (13) Jiyuan Liu (11) Shengju Yu (11) sihang zhou (11) Jiaqi Jin (11) Wenxuan Tu (9)

Keywords

multi-view clustering (25) multi-armed bandit (11) regret bound (11) contrastive learning (7) unsupervised learning (7) incomplete multi-view clustering (5) representation learning (5) consensus learning (5) anchor learning (5) anchor graph (5) graph neural network (4) spectral clustering (4) graph clustering (4) online learning (3) feature learning (3) incomplete multi-view (3) anchor-based method (3) cross-view alignment (3) multiple kernel clustering (3) stochastic optimization (2)

Papers

Parameter-Free Clustering via Self-Supervised Consensus Maximization AAAI 2026
TVChain: Leveraging Textual-Visual Prompt Chains for Jailbreaking Large Vision-Language Models AAAI 2026
DMCAR: Disentangled Mixture-of-Experts with Context-Aware Routing for Multi-View Clustering AAAI 2026
Graph Masked Autoencoder for Multi-view Remote Sensing Data Clustering AAAI 2026
Collaborative Transformers with Multi-Level Forensic Attention for Image Manipulation Localization AAAI 2026
Hierarchical Cross-View Alignment for Multi-View Clustering via Decoupled Information Distillation AAAI 2026
Max-Mahalanobis Anchors Guidance for Multi-View Clustering AAAI 2025
Enhanced then Progressive Fusion with View Graph for Multi-View Clustering CVPR 2025
Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic Learning CVPR 2025
Bifurcate then Alienate: Incomplete Multi-view Clustering via Coupled Distribution Learning with Linear Overhead ICML 2025
Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios ICML 2025
Efficient Federated Incomplete Multi-View Clustering ICML 2025
Offline Learning for Combinatorial Multi-armed Bandits ICML 2025
Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction ICLR 2025
DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization ICLR 2025
Generalized Deep Multi-view Clustering via Causal Learning with Partially Aligned Cross-view Correspondence ICCV 2025
Deep Incomplete Multi-view Clustering with Distribution Dual-Consistency Recovery Guidance ICCV 2025
COLA: Collaborative Multi-Agent Framework with Dynamic Task Scheduling for GUI Automation EMNLP 2025
EASEMVC:Efficient Dual Selection Mechanism for Deep Multi-View Clustering CVPR 2025
Soft Reasoning Paths for Knowledge Graph Completion IJCAI 2025
From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering ICML 2025
Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data AAAI 2025
Whittle Index with Multiple Actions and State Constraint for Inventory Management ICLR 2024
Can Graph Learning Improve Planning in LLM-based Agents? NIPS 2024
Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding NIPS 2024
Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering NIPS 2024
ALPINE: Unveiling The Planning Capability of Autoregressive Learning in Language Models NIPS 2024
InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models NIPS 2024
Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering NIPS 2024
MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs AAAI 2024
Sample-Level Cross-View Similarity Learning for Incomplete Multi-View Clustering AAAI 2024
A Non-parametric Graph Clustering Framework for Multi-View Data AAAI 2024
DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering AAAI 2024
Learn from View Correlation: An Anchor Enhancement Strategy for Multi-view Clustering CVPR 2024
Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation and Human Feedback ICLR 2024
Deep Temporal Graph Clustering ICLR 2024
Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation ICML 2024
Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond ICML 2024
Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information ICML 2024
Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering ICML 2024
Optimal Learning Policies for Differential Privacy in Multi-armed Bandits JMLR 2024
Attributed Graph Subspace Clustering with Graph-Boosting ACML 2023
Deep Incomplete Multi-View Clustering With Cross-View Partial Sample and Prototype Alignment CVPR 2023
Cluster-Guided Contrastive Graph Clustering Network AAAI 2023
Contextual Combinatorial Bandits with Probabilistically Triggered Arms ICML 2023
Let the Data Choose: Flexible and Diverse Anchor Graph Fusion for Scalable Multi-View Clustering AAAI 2023
Auto-Weighted Multi-View Clustering for Large-Scale Data AAAI 2023
Cross-view Topology Based Consistent and Complementary Information for Deep Multi-view Clustering ICCV 2023
Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View AAAI 2023
Provably Efficient Risk-Sensitive Reinforcement Learning: Iterated CVaR and Worst Path ICLR 2023
Combinatorial Bandits with Linear Constraints: Beyond Knapsacks and Fairness NIPS 2022
Learning low-dimensional generalizable natural features from retina using a U-net NIPS 2022
Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors AAAI 2022
Robust Graph-Based Multi-View Clustering AAAI 2022
Thompson Sampling for (Combinatorial) Pure Exploration ICML 2022
Matching in Multi-arm Bandit with Collision NIPS 2022
Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences NIPS 2022
Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel NIPS 2022
Highly-Efficient Incomplete Large-Scale Multi-View Clustering With Consensus Bipartite Graph CVPR 2022
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms NIPS 2022
Hierarchical Multiple Kernel Clustering AAAI 2021
One Pass Late Fusion Multi-view Clustering ICML 2021
Localized Simple Multiple Kernel K-Means ICCV 2021
Continuous Mean-Covariance Bandits NIPS 2021
Adaptive Algorithms for Multi-armed Bandit with Composite and Anonymous Feedback AAAI 2021
A One-Size-Fits-All Solution to Conservative Bandit Problems AAAI 2021
CBNet: A Novel Composite Backbone Network Architecture for Object Detection AAAI 2020
Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits NIPS 2020
Multi-view Clustering via Late Fusion Alignment Maximization IJCAI 2019
Multi-armed Bandits with Compensation NIPS 2018
Thompson Sampling for Combinatorial Semi-Bandits ICML 2018
Contrasting Multi-Lingual Prosodic Cues to Predict Verbal Feedback for Rapport ACL 2011