Ziyue Li
25 papers · 2020–2026 · 12 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (11) π Cross-Pollinator (10)
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Conference Polyglot
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(10)
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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)
Top co-authors
Keywords
large language model
(8)
tool use
(3)
prompt engineering
(2)
in-context learning
(2)
representation learning
(2)
few-shot learning
(2)
medical time series
(2)
retrieval-augmented generation
(2)
text generation
(1)
question answering
(1)
semantic segmentation
(1)
multi-agent reinforcement learning
(1)
ensemble learning
(1)
multimodal learning
(1)
zero-shot learning
(1)
deep learning
(1)
adaptive augmentation
(1)
transfer learning
(1)
modality alignment
(1)
cross-modal learning
(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