Scholar

Zhuomin Chen

Google Scholar ID: AICXb3IAAAAJ

PhD student at Florida International University

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Citations & Impact

All-time

Citations

93

H-index

6

i10-index

4

Publications

10

Co-authors

5

list available

Publications

15 items

Do Time-Series QA Systems Read the Time Series? Evidence Use and Reasoning Reliability

2026

Cited

0

Towards A Unified Information Bottleneck Framework for Time Series Explanations

2026

Cited

0

Information Bottleneck Learning for Faithful Time Series Forecasting Explanations

2026

Cited

0

Leveraging Trajectory Graphs for Pre-Execution Error Diagnosis in Agentic LLM Systems

2026

Cited

0

Bridging Inference-Time Scaling and Episodic Memory with Action-Centric Graphs

2026

Cited

0

DecoSearch: Complexity-Aware Routing and Plan-Level Repair for Text-to-SQL

2026

Cited

0

Time Series Reasoning via Process-Verifiable Thinking Data Synthesis and Scheduling for Tailored LLM Reasoning

2026

Cited

0

Integrating Time Series into LLMs via Multi-layer Steerable Embedding Fusion for Enhanced Forecasting

2025

Cited

0

Co-authors

5 total

Assistant Professor, Florida International University

Florida International University

Florida International University

University of Houston; Amazon Web Services; NEC Labs (Ph.D., Penn State)