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Yifan Gao

40 papers · 2019–2025 · 12 conferences · across top CS/AI conferences

Achievements

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+12 more ↓ πŸƒ Academic Marathon (6) 🌍 Conference Polyglot (12) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (14)
🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (76) 🀝 Dynamic Duo (15) πŸ‘₯ Mega-Team (22) 🧬 Topic Evolution ⚑ Prolific Year (7) πŸš€ Conference Pioneer πŸ’Ž Century Club (40) πŸ—ƒοΈ Keyword Collector (142) πŸ”₯ Unstoppable (7) ❓ The Questioner

Conferences

ACL (9) EMNLP (7) MICCAI (5) NAACL (5) AAAI (3) IJCNLP (3) ICML (2) NIPS (2) AACL (1) COLING (1) CVPR (1) IJCAI (1)

Papers

PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering CVPR 2025 M+: Extending MemoryLLM with Scalable Long-Term Memory ICML 2025 Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training NAACL 2025 ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations NAACL 2025 EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association ACL 2025 UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations ACL 2025 Aligning Large Language Models with Implicit Preferences from User-Generated Content ACL 2025 SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus MICCAI 2025 Can Language Models Follow Multiple Turns of Entangled Instructions? EMNLP 2025 EG-Net: An Edge-Guided Network for Rigid Registration of Laparoscopic Low-Overlap Point Clouds MICCAI 2025 A Composite Alignment-Aware Framework for Myocardial Lesion Segmentation in Multi-sequence CMR Images MICCAI 2025 IHEval: Evaluating Language Models on Following the Instruction Hierarchy NAACL 2025 MEMORYLLM: Towards Self-Updatable Large Language Models ICML 2024 Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models NIPS 2024 MBA-Net: SAM-driven Bidirectional Aggregation Network for Ovarian Tumor Segmentation MICCAI 2024 Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024 DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation MICCAI 2024 Knowledge-Selective Pretraining for Attribute Value Extraction EMNLP 2023 Efficient Zero-Shot Cross-lingual Inference via Retrieval AACL 2023 SCOTT: Self-Consistent Chain-of-Thought Distillation ACL 2023 FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery ACL 2023 Graph Reasoning for Question Answering with Triplet Retrieval ACL 2023 Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns NIPS 2023 Improving Consistency for Text Summarization with Energy Functions EMNLP 2023 Efficient Zero-Shot Cross-lingual Inference via Retrieval IJCNLP 2023 Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training NAACL 2022 ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022 Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction ACL 2021 Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction IJCNLP 2021 Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning EMNLP 2020 Leveraging WordNet Paths for Neural Hypernym Prediction COLING 2020 Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading ACL 2020 Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading EMNLP 2020 Predicting and Analyzing Language Specificity in Social Media Posts AAAI 2019 Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling ACL 2019 Improving Question Generation With to the Point Context IJCNLP 2019 Difficulty Controllable Generation of Reading Comprehension Questions IJCAI 2019 Improving Question Generation With to the Point Context EMNLP 2019 Generating Distractors for Reading Comprehension Questions from Real Examinations AAAI 2019 Title-Guided Encoding for Keyphrase Generation AAAI 2019