conftrace_

Mengshu Sun

24 papers · 2020–2026 · 7 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (8)
🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) 🏃 Academic Marathon (5) 🧬 Topic Evolution 👥 Mega-Team (20) 🔥 Unstoppable (6) Prolific Year (5) 💎 Century Club (19) The Questioner 🗃️ Keyword Collector (95)

Conferences

AAAI (6) ACL (6) EMNLP (5) COLING (3) ECCV (2) ICCV (1) NIPS (1)

Papers

Sparse-RL: Breaking the Memory Wall in LLM Reinforcement Learning via Stable Sparse Rollouts ACL 2026 Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations ACL 2026 Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction AAAI 2026 Self-Correction Distillation for Structured Data Question Answering AAAI 2026 Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion ACL 2026 Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025 LightThinker: Thinking Step-by-Step Compression EMNLP 2025 Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking ACL 2025 K-ON: Stacking Knowledge on the Head Layer of Large Language Model AAAI 2025 SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs EMNLP 2025 MKGL: Mastery of a Three-Word Language NIPS 2024 IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus ACL 2024 Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024 ChatUIE: Exploring Chat-based Unified Information Extraction Using Large Language Models COLING 2024 Continual Few-shot Event Detection via Hierarchical Augmentation Networks COLING 2024 Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning COLING 2024 OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs EMNLP 2024 Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training AAAI 2023 LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation EMNLP 2023 SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning ECCV 2022 Extracting Trigger-sharing Events via an Event Matrix EMNLP 2022 RMSMP: A Novel Deep Neural Network Quantization Framework With Row-Wise Mixed Schemes and Multiple Precisions ICCV 2021 RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices AAAI 2021 Adversarial T-shirt! Evading Person Detectors in A Physical World ECCV 2020