conftrace_

Lun Du

24 papers · 2018–2026 · 7 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (7) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (11)
🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (42) πŸ† Keyword Champion (2) 🧬 Topic Evolution 🀝 Dynamic Duo (11) πŸ’Ž Century Club (19) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (8) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (99)

Conferences

AAAI (6) IJCAI (6) EMNLP (5) ACL (4) COLING (1) ICLR (1) NIPS (1)

Papers

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 Task-Aware Retrieval Augmentation for Dynamic Recommendation AAAI 2026 Can We Predict Before Executing Machine Learning Agents? ACL 2026 StructMem: Structured Memory for Long-Horizon Behavior in LLMs ACL 2026 LightThinker: Thinking Step-by-Step Compression EMNLP 2025 Retrieval-Augmented Language Models are Mimetic Theorem Provers EMNLP 2025 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 TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning EMNLP 2024 Tackling Long Code Search with Splitting, Encoding, and Aggregating COLING 2024 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 Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention IJCAI 2023 Accelerating Code Search with Deep Hashing and Code Classification ACL 2022 Neuron with Steady Response Leads to Better Generalization NIPS 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