Wenqi Fan
21 papers · 2019–2026 · 10 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π§ Keyword Pioneer π Academic Marathon (6) π Conference Polyglot (10) π Renaissance Researcher (8)
πΊοΈ
Taxonomy Completionist
(45)
π§
Keyword Pioneer
π
Conference Polyglot
(10)
π§¬
Topic Evolution
β‘
Prolific Year
(9)
π
Century Club
(18)
β
The Questioner
(2)
ποΈ
Keyword Collector
(84)
Conferences
ACL (7)
IJCAI (4)
EMNLP (2)
ICLR (2)
AAAI (1)
AACL (1)
COLING (1)
IJCNLP (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(8)
recommender system
(3)
sequential recommendation
(3)
graph neural network
(3)
representation learning
(2)
algorithmic fairness
(2)
efficient inference
(2)
dialogue system
(2)
certified robustness
(1)
knowledge distillation
(1)
multi-task learning
(1)
dialogue generation
(1)
text generation
(1)
multi-modal learning
(1)
dataset creation
(1)
domain adaptation
(1)
adversarial learning
(1)
feature representation
(1)
message passing
(1)
educational technology
(1)
Papers
ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning
ACL 2026
CADMate: Generating CAD Assembly Plan with Geometric Chain-of-Thought and Spatial Physical Rewards
ACL 2026
When Efficiency Becomes a Vulnerability: Computational Cost Attacks on WebAgents
ACL 2026
Uni-Retrieval: A Multi-Style Retrieval Framework for STEMβs Education
ACL 2025
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
ACL 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
Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond
EMNLP 2025
Rethinking Large Language Model Architectures for Sequential Recommendations
IJCNLP 2025
How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension
ICLR 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space
IJCAI 2025
Rethinking Large Language Model Architectures for Sequential Recommendations
AACL 2025
Revisiting Link Prediction: a data perspective
ICLR 2024
LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs
ACL 2024
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
Generative Diffusion Models on Graphs: Methods and Applications
IJCAI 2023
Multi-Type Urban Crime Prediction
AAAI 2022
Fairness Reprogramming
NIPS 2022
Does Gender Matter? Towards Fairness in Dialogue Systems
COLING 2020
Deep Adversarial Social Recommendation
IJCAI 2019