ZT
Zhenghan Tai
cs.AIcs.IRcs.CLcs.LGcs.CYcs.MAcs.CEcs.SE
On Valency
published · living versionsW_5gxuhfxj·v1 · currentpublished
Turning TS2Vec into a Foundation Model for Time Series Classification
with Vasilii Feofanov, Andrei Ermakov, Irina Rish
1 version
Preprints & journals
12 papers in the corpus · 2025–2026Turning TS2Vec into a Foundation Model for Time Series Classification2610.28602v1 · Vasilii Feofanov, Zhenghan Tai, Andrei Ermakov et al.2026 · 0 citationsarXivon Valency
Evaluating Predictor-Corrector Dependence in Hard-Constrained Climate Emulators2610.23561v1 · Tianyu Zhang, Xinyu Wang, Zhenghan Tai et al.2026 · 0 citationsarXiv
GCAM-Gym: A Benchmark for Agent-Based Climate Policy Search2610.23569v1 · Tianyu Zhang, Zhenghan Tai, Xinyu Wang et al.2026 · 0 citationsarXiv
FinInteract: Benchmarking Clarification and Intent Integration in Ambiguous Financial Question Answering2609.24002v1 · Xinyu Wang, Tung Sum Thomas Kwok, Zhenghan Tai et al.2026 · 0 citationsarXiv
FINSKILLOPS: A Self-Evolving Multi-Agent System for SEC Filing QA2609.19680v1 · Yanzhang Ma, Zhenghan Tai, Hanwei Wu et al.2026 · 0 citationsarXiv
FinSAgent: Corpus-Aligned Multi-Agent RAG Framework for Evidence-Grounded SEC Filing Question Answering2607.18102v2 · Jijun Chi, Zhenghan Tai, Hanwei Wu et al.2026 · 0 citationsarXiv
SafeRx-Agent: A Knowledge-Grounded Multi-Agent Framework for Safe and Explainable Medication Recommendation2605.29146v2 · Xinyu Wang, Hanwei Wu, Zhenghan Tai et al.2026 · 0 citationsarXiv
LLM Pretraining Shapes a Generalizable Manifold: Insights into Cross-Modal Transfer to Time Series2605.20449v1 · Alexis Roger, Prateek Humane, Zhenghan Tai et al.2026 · 0 citationsarXiv
: A Route-to-Rerank Post-Training Framework for Multi-Domain Decoder-Only Rerankers2511.19987v1 · Xinyu Wang, Hanwei Wu, Qingchen Hu et al.2025 · 0 citationsarXiv
VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering2510.10828v1 · Zhenghan Tai, Hanwei Wu, Qingchen Hu et al.2025 · 1 citationarXiv
From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Retrieval-Augmented Generation Agents Development2509.23071v2 · Muzhi Li, Jinhu Qi, Yihong Wu et al.2025 · 0 citationsarXiv
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering2504.14493v4 · Xinyu Wang, Jijun Chi, Zhenghan Tai et al.2025 · 11 citationsarXiv
Career total: 13 works. 12 are in this corpus.
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