Wenqi Fan
20 papers · 2019–2026 · 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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🗺️ Taxonomy Completionist (51) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
(7)
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Unstoppable · Bronze
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The Questioner
(2)
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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
Machine Learning
(14)
Artificial Intelligence
(11)
Core AI
(11)
Deep Learning
(10)
Application Areas
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Core Methods
(7)
Architectures
(5)
Learning Types · Deep Learning
(5)
Data Science & Analytics
(4)
Natural Language Processing
(4)
Applications
(4)
Learning Types · Machine Learning
(4)
Computer Vision
(2)
Analysis
(2)
Generation
(2)
Keywords
large language model
(8)
graph neural network
(4)
recommender system
(3)
algorithmic fairness
(2)
dialogue system
(2)
representation learning
(2)
sequential recommendation
(2)
adversarial learning
(1)
domain adaptation
(1)
benchmark evaluation
(1)
adversarial robustness
(1)
dataset creation
(1)
knowledge distillation
(1)
chain-of-thought reasoning
(1)
link prediction
(1)
graph generation
(1)
multimodal learning
(1)
certified robustness
(1)
educational technology
(1)
text generation
(1)
Papers
CADMate: Generating CAD Assembly Plan with Geometric Chain-of-Thought and Spatial Physical Rewards
ACL 2026
ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning
ACL 2026
When Efficiency Becomes a Vulnerability: Computational Cost Attacks on WebAgents
ACL 2026
Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond
EMNLP 2025
C2KD: Cross-layer and Cross-head Knowledge Distillation for Small Language Model-based Recommendation
ACL 2025
GLProtein: Global-and-Local Structure Aware Protein Representation Learning
EMNLP 2025
How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension
ICLR 2025
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
ACL 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space
IJCAI 2025
Rethinking Large Language Model Architectures for Sequential Recommendations
IJCNLP 2025
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM’s Education
ACL 2025
A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation
IJCAI 2024
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing
NAACL 2024
LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs
ACL 2024
Revisiting Link Prediction: a data perspective
ICLR 2024
Generative Diffusion Models on Graphs: Methods and Applications
IJCAI 2023
Fairness Reprogramming
NeurIPS 2022
Multi-Type Urban Crime Prediction
AAAI 2022
Does Gender Matter? Towards Fairness in Dialogue Systems
COLING 2020
Deep Adversarial Social Recommendation
IJCAI 2019