Wenqi Zhang
28 papers · 2021–2026 · 7 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.
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🗺️ Taxonomy Completionist (66) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
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Unstoppable · Bronze
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The Questioner
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Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
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Research topics
Artificial Intelligence
(23)
Core AI
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Machine Learning
(15)
Natural Language Processing
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Deep Learning
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Learning Types · Machine Learning
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Learning Types · Deep Learning
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Applications
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Resources & Methods
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Core Methods
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Reinforcement Learning
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Generation
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Computer Vision
(2)
Knowledge & Reasoning
(2)
Application Areas
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Keywords
large language model
(8)
reinforcement learning
(5)
contrastive learning
(4)
mathematical reasoning
(3)
theory of mind
(3)
spatial reasoning
(2)
policy optimization
(2)
vision-language model
(2)
imitation learning
(2)
few-shot learning
(2)
equation generation
(2)
egocentric video
(2)
visual reasoning
(2)
multimodal large language model
(2)
gui automation
(2)
game artificial intelligence
(1)
benchmark evaluation
(1)
sentiment analysis
(1)
representation learning
(1)
information extraction
(1)
Papers
CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution
ACL 2026
Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks
ACL 2026
Ground What You See: Hallucination-Resistant MLLMs via Caption Feedback, Diversity-Aware Sampling, and Conflict Regularization
AAAI 2026
GUI-G²: Gaussian Reward Modeling for GUI Grounding
AAAI 2026
GUI-SAGE: Enhancing GUI Automation with Self-Explanatory Learning
CVPR 2026
Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos
AAAI 2026
UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization
ACL 2026
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining
ICCV 2025
AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification
EMNLP 2025
DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL
EMNLP 2025
ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark
CVPR 2025
Scaling LLMs’ Social Reasoning: Sprinkle Cognitive “Aha Moment” into Fundamental Long-thought Logical Capabilities
ACL 2025
STaR-SQL: Self-Taught Reasoner for Text-to-SQL
ACL 2025
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning
EMNLP 2024
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization
ACL 2024
Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning
ACL 2024
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
EMNLP 2024
Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives
ACL 2024
TaskBench: Benchmarking Large Language Models for Task Automation
NeurIPS 2024
TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models’ Theory-of-Mind
ACL 2024
An Expression Tree Decoding Strategy for Mathematical Equation Generation
EMNLP 2023
Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization
EMNLP 2023
PromptNER: Prompt Locating and Typing for Named Entity Recognition
ACL 2023
A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation
IJCAI 2022
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem
EMNLP 2022
Query-based Instance Discrimination Network for Relational Triple Extraction
EMNLP 2022
Deep Reinforcement Learning for Multi-contact Motion Planning of Hexapod Robots
IJCAI 2021
Dynamic Rebalancing Dockless Bike-Sharing System based on Station Community Discovery
IJCAI 2021