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Yifan Zhu

35 papers · 2021–2026 · 13 conferences · across top CS/AI conferences

Achievements

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+8 more ↓ 🐝 Cross-Pollinator (7) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (5)
πŸƒ Academic Marathon (5) 🌈 Renaissance Researcher (12) πŸ—ΊοΈ Taxonomy Completionist (67) πŸ† Grand Slam πŸ’Ž Century Club (30) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (159) ⚑ Prolific Year (8)

Conferences

AAAI (9) EMNLP (5) ACL (3) ICCV (3) ICLR (3) ICML (3) NIPS (3) COLING (1) CORL (1) CVPR (1) IJCAI (1) NAACL (1) RSS (1)

Research topics

Papers

Beyond Pedagogical Principles: Multi-Horizon Preference Optimization for Efficient Socratic Tutoring ACL 2026 More than Irrational: Modeling Belief-Biased Agents AAAI 2026 CreBench: Human-Aligned Creativity Evaluation from Idea to Process to Product AAAI 2026 Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection ACL 2026 Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models AAAI 2026 Speech Is Not Enough: Interpreting Nonverbal Indicators of Common Knowledge and Engagement AAAI 2025 DecoupledESC: Enhancing Emotional Support Generation via Strategy-Response Decoupled Preference Optimization EMNLP 2025 LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation AAAI 2025 DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation AAAI 2025 TSVC: Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval AAAI 2025 PowerMLP: An Efficient Version of KAN AAAI 2025 TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making EMNLP 2025 Complex Numerical Reasoning with Numerical Semantic Pre-training Framework EMNLP 2025 Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents EMNLP 2025 MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures - A Comprehensive Framework EMNLP 2025 INFER: A Neural-symbolic Model For Extrapolation Reasoning on Temporal Knowledge Graph ICLR 2025 Provable Robust Overfitting Mitigation in Wasserstein Distributionally Robust Optimization ICLR 2025 Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Power ICLR 2025 KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search ICML 2025 A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models ICML 2025 Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding IJCAI 2025 TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues NAACL 2025 T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models NIPS 2024 ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models ACL 2024 Common Ground Tracking in Multimodal Dialogue COLING 2024 Toward Availability Attacks in 3D Point Clouds ICML 2024 Detection and Defense of Unlearnable Examples AAAI 2024 Structured Bayesian Meta-Learning for Data-Efficient Visual-Tactile Model Estimation CORL 2024 Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously NIPS 2024 Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction NIPS 2024 Looking Through the Glass: Neural Surface Reconstruction Against High Specular Reflections CVPR 2023 Few-shot Adaptation for Manipulating Granular Materials Under Domain Shift RSS 2023 Consistent Depth Prediction for Transparent Object Reconstruction from RGB-D Camera ICCV 2023 Human-Inspired Facial Sketch Synthesis with Dynamic Adaptation ICCV 2023 Transfusion: A Novel SLAM Method Focused on Transparent Objects ICCV 2021