Mingli Song
Professor
Leads the Visual Intelligence and Pattern Analysis (VIPA) group, working on computer vision and pattern analysis.
Mingli Song's lab at Zhejiang works in Computer Vision. 169 papers since 2023, 113 at top venues, mostly AAAI and NeurIPS. 17 PhD students and 20 master's students. 99 alumni. Applications close .
At a glance
- papers, 2023–2026
- 44/ year
- at T1 venues
- 67%
- PhD students
- 17
- MS students
- 20
- alumni listed
- 99
Papers by yearfrom the lab homepage, 2023–2026
- 29 papers2026 · T1 20 · collecting
- 56 papers2025 · T1 39
- 61 papers2024 · T1 39
- 23 papers2023 · T1 15
T1 venuesOtherVenues: AAAI, NeurIPS, ICML, IJCAI, CVPR
Research focuspaper titles that use each topic's words
- pattern6 papers
- analysis5 papers
- visual3 papers
- visual intelligence0 papers
- working0 papers
Paper list
From the lab homepage.
202629 papers
- ICML (T1)Activation with Intrinsic-Extrinsic Consensus
- ACM MMAdaptive Forensic Feature Refinement via Intrinsic Importance Perception
- WWW (T1)Adaptive Location Hierarchy Learning for Long-Tailed Mobility Prediction
- Military Medical ResearchArtificial intelligence in digital pathology diagnosis and analysis: technologies, challenges, and future prospects
- CVPR (T1)Beyond Matching to Tiles: Bridging Unaligned Aerial and Satellite Views for Vision-Only UAV Navigation
- AAAI (T1)Beyond the Lower Bound: Bridging Regret Minimization and Best Arm Identification in Lexicographic Bandits
- TKDE (T1)Capturing Context-Aware Route Choice Semantics for Trajectory Representation Learning
- ICML (T1)Cello: A Universal Cell-wise Feature Aggregation framework for Reliable Pathology Images Analysis
- ECCV (T1)CerDETR: Cell-Prior Empowered DETR for Cervical Lesion Detection
- ACM MMCGPO: Counterfactual Grounding Policy Optimization for Evidence-Sensitive Pathology Vision-Language Reasoning
- AAAI (T1)D^3-RSMDE: 40x Faster and High-Fidelity Remote Sensing Monocular Depth Estimation
- AAAI (T1)Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning
202556 papers
- ACM MMA Large-scale Universal Evaluation Benchmark For Face Forgery Detection
- TVCGA Survey of Deep Learning in Sports Applications: Perception, Comprehension, and Decision
- USENIX SecActivation Approximations Can Incur Safety Vulnerabilities Even in Aligned LLMs: Comprehensive Analysis and Defense
- AAAI (T1)Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning
- IEEE VISAn Intelligent Interactive Visual Analytics System for Exploring Large and Multi-Scale Pathology Images
- ICML (T1)Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models
- AAAI (T1)Association Pattern-enhanced Molecular Representation Learning
- NeurIPS (T1)Association-Focused Path Aggregation for Graph Fraud Detection
- Expert Systems with ApplicationsBARE: Balance representation for imbalance multi-class node classification on heterogeneous information networks
- Pattern RecognitionBehavior Capture Guided Engagement Recognition
- COLT (T1)Black-Box Reductions for Decentralized Online Convex Optimization in Changing Environments
- ICCV (T1)Boosting MLLM Reasoning with Text-Debiased Hint-GRPO
202461 papers
- TNNLS (T1)A Survey of Neural Trees: Co-evolving Neural Networks and Decision Trees
- NeurIPS (T1)A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective
- AAAI (T1)Angle Robustness Unmanned Aerial Vehicle Navigation in GNSS-denied Scenarios
- NeurIPS (T1)Association Pattern-aware Fusion for Biological Entity Relationship Prediction
- WWW (T1)COLA: Cross-city Mobility Transformer for Human Trajectory Simulation
- NeurIPS (T1)Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition
- Expert Systems with ApplicationsDecision-Making Framework for Power System Topology Control
- NeurocomputingDeep Feature Response Discriminative Calibration
- IJCNNDeep Kernel Calibration
- AAAI (T1)DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection
- IJCAI (T1)Discriminative Feature Decoupling Enhancement for Speech Forgery Detection
- IJCV (T1)DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes
202323 papers
- IJCNNA General Heterogeneous Hypergraph Neural Network for Node Classification
- CVPR (T1)A Loopback Network for Explainable Microvascular Invasion Classification
- European Conference on Artificial IntelligenceAdversarial Erasing with Pruned Elements: Towards Better Graph Lottery Ticket
- ICONIPAttribution Guided Layerwise Knowledge Amalgamation from Graph Neural Networks
- AAAI (T1)Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition
- ICML (T1)Decentralized SGD and Average-direction SAM are Asymptotically Equivalent
- CVPR (T1)DepGraph: Towards Any Structural Pruning
- AAAI (T1)Distributed Projection-free Online Learning for Smooth and Convex Losses
- ICCV (T1)Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks
- CVPR (T1)Generalization Matters: Loss Minima Flattening via Parameter Hybridization for Efficient Online Knowledge Distillation
- ICONIPHeterogeneous Graph Prototypical Networks for Few-shot Node Classification
- CVPR (T1)How to Prevent the Continuous Damage of Noises to Model training?
Where alumni went99 listed
Apply to ZhejiangFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- Per ZJU language requirements
- Fee
- RMB 800
Not yet confirmed for this intake.
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