Lun Du
24 papers · 2018–2026 · 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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Papers
Can We Predict Before Executing Machine Learning Agents?
ACL 2026
StructMem: Structured Memory for Long-Horizon Behavior in LLMs
ACL 2026
Task-Aware Retrieval Augmentation for Dynamic Recommendation
AAAI 2026
What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations
ACL 2026
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
AAAI 2026
LightThinker: Thinking Step-by-Step Compression
EMNLP 2025
Retrieval-Augmented Language Models are Mimetic Theorem Provers
EMNLP 2025
Tackling Long Code Search with Splitting, Encoding, and Aggregating
COLING 2024
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning
EMNLP 2024
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
AAAI 2024
Text-to-Image Generation for Abstract Concepts
AAAI 2024
Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention
IJCAI 2023
Out-of-Distribution Detection based on In-Distribution Data Patterns Memorization with Modern Hopfield Energy
ICLR 2023
SheetPT: Spreadsheet Pre-training Based on Hierarchical Attention Network
AAAI 2023
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing
AAAI 2023
Accelerating Code Search with Deep Hashing and Code Classification
ACL 2022
Neuron with Steady Response Leads to Better Generalization
NeurIPS 2022
RACE: Retrieval-augmented Commit Message Generation
EMNLP 2022
CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees
EMNLP 2021
Domain Adaptive Classification on Heterogeneous Information Networks
IJCAI 2020
DANE: Domain Adaptive Network Embedding
IJCAI 2019
Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks
IJCAI 2019
Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding
IJCAI 2018
Galaxy Network Embedding: A Hierarchical Community Structure Preserving Approach
IJCAI 2018