Wenqiao Zhang
31 papers · 2021–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (58) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(19)
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Deep Specialist
(13)
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Prolific Year Β· Prolific
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The Questioner
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Century Club Β· Bronze
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Renaissance Researcher
(5)
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Research topics
Artificial Intelligence
(23)
Core AI
(21)
Machine Learning
(19)
Deep Learning
(11)
Learning Types Β· Machine Learning
(11)
Computer Vision
(9)
Learning Types Β· Deep Learning
(9)
Natural Language Processing
(6)
Core Methods
(6)
Processing
(5)
Application Areas
(4)
Learning Paradigms
(4)
Resources & Methods
(4)
Knowledge & Reasoning
(3)
Applications
(3)
Keywords
multimodal large language model
(7)
large language model
(4)
multimodal learning
(4)
video understanding
(4)
active learning
(3)
visual reasoning
(2)
representation learning
(2)
parameter-efficient fine-tuning
(2)
low-rank adaptation
(2)
vision-language model
(2)
instruction tuning
(2)
image captioning
(2)
uncertainty quantification
(2)
object detection
(2)
reward model
(2)
video grounding
(2)
zero-shot learning
(1)
domain adaptation
(1)
domain generalization
(1)
reinforcement learning
(1)
Papers
Evolving Generalist Virtual Agents with Generative and Associative Memory
AAAI 2026
Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration
CVPR 2026
MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation
AAAI 2026
MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models
ACL 2026
PILOT: Planning via Internalized Latent Optimization Trajectories for Large Language Models
ACL 2026
Unified Personalized Understanding, Generating and Editing
CVPR 2026
Align2LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation
ACL 2025
Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark
ICML 2025
HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation
ICML 2025
Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining
ICCV 2025
ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs
COLING 2025
Mastering Collaborative Multi-modal Data Selection: A Focus on Informativeness, Uniqueness, and Representativeness
ICCV 2025
Meta-Reflection: A Feedback-Free Reflection Learning Framework
ACL 2025
Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration
AAAI 2025
TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition
ACL 2025
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM
CVPR 2025
Bridging Local Details and Global Context in Text-Attributed Graphs
EMNLP 2024
DIEM: Decomposition-Integration Enhancing Multimodal Insights
CVPR 2024
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
ICLR 2024
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer
CVPR 2024
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning
CVPR 2023
ART: rule bAsed futuRe-inference deducTion
EMNLP 2023
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models
ICCV 2023
Learning in Imperfect Environment: Multi-Label Classification with Long-Tailed Distribution and Partial Labels
ICCV 2023
Multi-modal Action Chain Abductive Reasoning
ACL 2023
WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding
CVPR 2023
BoostMIS: Boosting Medical Image Semi-Supervised Learning With Adaptive Pseudo Labeling and Informative Active Annotation
CVPR 2022
DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes
NeurIPS 2022
End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding
ACL 2022
MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-Based Image Captioning
AAAI 2022
Consensus Graph Representation Learning for Better Grounded Image Captioning
AAAI 2021