Yushan Jiang

4 papers · 2024–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14)

Venues

ICLR (1) ICML (1) IJCAI (1) NAACL (1)

Top co-authors

Dongjin Song (3) Zijie Pan (2) Anderson Schneider (2) Yuriy Nevmyvaka (2) Sahil Garg (2) Xikun Zhang (2) Yixin Chen (1) Ga Xiang (1) Beibei Gao (1) Dacheng Tao (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Deep Learning (3) Core AI (3) Learning Types (3) Natural Language Processing (2) Architectures (2) Core Methods (2) Resources & Methods (2) Data Science & Analytics (1) Methods (1) Models (1)

Keywords

time series forecasting (2) continual learning (1) transfer learning (1) attention mechanism (1) trajectory prediction (1) prompt learning (1) semantic space (1) pre-trained model (1) model fine-tuning (1) prompt design (1) ode solver (1) cosine similarity (1) tokenization method (1) temporal data (1) grapheme-to-phoneme conversion (1) polyphone disambiguation (1) system dynamics (1) large language model (1) graph neural network (1) long-tail learning (1)

Papers

Learning system dynamics without forgetting ICLR 2025 S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting ICML 2024 DLM: A Decoupled Learning Model for Long-tailed Polyphone Disambiguation in Mandarin NAACL 2024 Empowering Time Series Analysis with Large Language Models: A Survey IJCAI 2024