Qi Liu

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Publication record
27 papers · 222 citations · H-index 10

PAPERS

InstructTime++: Time Series Classification with Multimodal Language Modeling via Implicit Feature Enhancement
20261 citationsauthor #4
Multimodal Forecasting of Sparse Intraoperative Hypotension Events Powered by Language Model
20250 citationsauthor #6
Can Slow-Thinking LLMs Reason Over Time? Empirical Studies in Time Series Forecasting
202512 citationsauthor #5
Benchmarking Multimodal LLMs on Recognition and Understanding over Chemical Tables
20256 citationsauthor #5
A Comprehensive Survey on Cross-Domain Recommendation: Taxonomy, Progress, and Prospects
20256 citationsauthor #3
OneCast: Structured Decomposition and Modular Generation for Cross-Domain Time Series Forecasting
20250 citationsauthor #8
Improving Time Series Forecasting via Instance-aware Post-hoc Revision
20255 citationsauthor #5
TableTime: Reformulating Time Series Classification as Training-Free Table Understanding with Large Language Models
20246 citationsauthor #6
ChemEval: A Comprehensive Multi-Level Chemical Evaluation for Large Language Models
202416 citationsauthor #16
Revisiting the Solution of Meta KDD Cup 2024: CRAG
20246 citationsauthor #6
MERGE: Multi-view Relationship Graph Network for Event-Driven Stock Movement Prediction
20240 citationsauthor #3
Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform
202417 citationsauthor #4
DisenTS: Disentangled Channel Evolving Pattern Modeling for Multivariate Time Series Forecasting
20240 citationsauthor #7
Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting
20243 citationsauthor #4
Learning Transferable Time Series Classifier with Cross-Domain Pre-training from Language Model
20248 citationsauthor #3
TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation
202413 citationsauthor #4
TableTime: Reformulating Time Series Classification as Zero-Shot Table Understanding via Large Language Models
202410 citationsauthor #4
Empowering Sequential Recommendation from Collaborative Signals and Semantic Relatedness
20248 citationsauthor #3
Pre-trained Language Model and Knowledge Distillation for Lightweight Sequential Recommendation
20241 citationsauthor #5
Learning Recommender Systems with Soft Target: A Decoupled Perspective
20241 citationsauthor #3
Cross-Domain Pre-training with Language Models for Transferable Time Series Representations
202417 citationsauthor #3
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner
20244 citationsauthor #4
Advancing Time Series Classification with Multimodal Language Modeling
202420 citationsauthor #3
Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems
20235 citationsauthor #3
Unlocking the Potential of Large Language Models for Explainable Recommendations
202333 citationsauthor #5
Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling
202313 citationsauthor #4
A general tail item representation enhancement framework for sequential recommendation
202316 citationsauthor #2

TIMELINE

2023 67 citations

2024 130 citations

2025 29 citations

2026 1 citations

Qi Liu

PROFILE

PAPERS

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