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Ziyue Li

25 papers · 2020–2026 · 12 conferences · across top CS/AI conferences

Achievements

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+7 more ↓ πŸƒ Academic Marathon (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) 🐝 Cross-Pollinator (10)
πŸ—ΊοΈ Taxonomy Completionist (49) 🌍 Conference Polyglot (11) 🀝 Dynamic Duo (10) πŸ† Grand Slam πŸ’Ž Century Club (22) ⚑ Prolific Year (12) πŸ—ƒοΈ Keyword Collector (90)

Conferences

AAAI (5) ACL (3) EMNLP (3) ICLR (3) IJCAI (3) ICML (2) AACL (1) AISTATS (1) ECCV (1) IJCNLP (1) NAACL (1) NIPS (1)

Papers

How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients ACL 2026 MedSpaformer: A Transferable Transformer with Multi-Granularity Token Sparsification for Medical Time Series Classification AAAI 2026 Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges AACL 2025 MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning IJCAI 2025 Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era IJCAI 2025 Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges IJCNLP 2025 Sparser Mixture-of-Adapters with Cross-Layer Generalization NAACL 2025 KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy AAAI 2025 TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment AAAI 2025 TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review EMNLP 2025 GuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors EMNLP 2025 Many-Objective Multi-Solution Transport ICLR 2025 R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts ICML 2025 Your Mixture-of-Experts LLM Is Secretly an Embedding Model for Free ICLR 2025 Unlocking the Power of SAM 2 for Few-Shot Segmentation ICML 2025 Hybrid Mamba for Few-Shot Segmentation NIPS 2024 Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization ACL 2024 Simulating Expert Discussions with Multi-agent for Enhanced Scientific Problem Solving ACL 2024 Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning AISTATS 2024 Eliminating Feature Ambiguity for Few-Shot Segmentation ECCV 2024 TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems EMNLP 2024 X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner IJCAI 2024 SIMPLE: Specialized Model-Sample Matching for Domain Generalization ICLR 2023 Towards Inference Efficient Deep Ensemble Learning AAAI 2023 Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction AAAI 2020