Wenyu Du
12 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (39)
🧬
Topic Evolution
🗃️
Keyword Collector
(63)
💎
Century Club · Bronze
🚀
Conference Pioneer
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(7)
Natural Language Processing
(5)
Deep Learning
(4)
Generation
(4)
Applications
(3)
Optimization & Theory
(3)
Understanding
(3)
Application Areas
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Keywords
language model
(2)
mechanistic interpretability
(2)
multi-task learning
(2)
neural network optimization
(2)
question answering
(1)
semantic parsing
(1)
domain generalization
(1)
text summarization
(1)
knowledge distillation
(1)
coreference resolution
(1)
abstract meaning representation
(1)
dependency parsing
(1)
document representation
(1)
statistical dependence
(1)
pointwise mutual information
(1)
language modeling
(1)
circuit analysis
(1)
attention mechanism
(1)
pre-trained language model
(1)
model compression
(1)
Papers
Cut Your Losses! Learning to Prune Paths Early for Efficient Parallel Reasoning
ACL 2026
Fine-Grained Manipulation of Arithmetic Neurons
EMNLP 2025
Finite State Automata Inside Transformers with Chain-of-Thought: A Mechanistic Study on State Tracking
ACL 2025
Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis
ICML 2025
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
NeurIPS 2024
Unlocking Continual Learning Abilities in Language Models
EMNLP 2024
f-Divergence Minimization for Sequence-Level Knowledge Distillation
ACL 2023
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing
AAAI 2023
End-to-End AMR Coreference Resolution
ACL 2021
Linguistic Dependencies and Statistical Dependence
EMNLP 2021
Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach
ACL 2020
A Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset
AAAI 2019