Ching (Jason) Chang

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authored 8 papers 2 months ago

LLM4TS: Two-Stage Fine-Tuning for Time-Series Forecasting with Pre-Trained LLMs

Paper • 2308.08469 • Published Aug 16, 2023 • 3

Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series

Paper • 2506.10412 • Published Jun 12 • 1

PromptTSS: A Prompting-Based Approach for Interactive Multi-Granularity Time Series Segmentation

Paper • 2506.11170 • Published Jun 12

TimeDRL: Disentangled Representation Learning for Multivariate Time-Series

Paper • 2312.04142 • Published Dec 7, 2023

A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models

Paper • 2509.11575 • Published Sep 15

COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data

Paper • 2407.12254 • Published Jul 17, 2024

MemPromptTSS: Persistent Prompt Memory for Iterative Multi-Granularity Time Series State Segmentation

Paper • 2510.09930 • Published Oct 11

FD-Bench: A Modular and Fair Benchmark for Data-driven Fluid Simulation

Paper • 2505.20349 • Published May 25