Yanchi Liu

Researcher, NEC-Labs

Joined

July 2019

Names

Yanchi Liu

Emails

****@nec-labs.com (Confirmed)

,

****@rutgers.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

NEC-Labs (nec-labs.com)

2019 – Present

Advisors, Relations & Conflicts

Advisor

2015 – 2019

Expertise

data mining

Present

natural language processing

Present

Publications

SolverLLM: Leveraging Test-Time Scaling for Optimization Problem via LLM-Guided Search
Dong Li, Xujiang Zhao, Linlin Yu, Yanchi Liu, Wei Cheng, Zhengzhang Chen, Zhong Chen, Feng Chen, Chen Zhao, Haifeng Chen
- NeurIPS 2025 poster
- Readers: Everyone
TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
Yushan Jiang, Wenchao Yu, Geon Lee, Dongjin Song, Kijung Shin, Wei Cheng, Yanchi Liu, Haifeng Chen
- NeurIPS 2025 poster
- Readers: Everyone
Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
Yushan Jiang, Wenchao Yu, Geon Lee, Dongjin Song, Kijung Shin, Wei Cheng, Yanchi Liu, Haifeng Chen
- CoRR 2025
- Readers: Everyone
MixLLM: Dynamic Routing in Mixed Large Language Models
Xinyuan Wang, Yanchi Liu, Wei Cheng, Xujiang Zhao, Zhengzhang Chen, Wenchao Yu, Yanjie Fu, Haifeng Chen
- CoRR 2025
- Readers: Everyone
Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
Yushan Jiang, Wenchao Yu, Geon Lee, Dongjin Song, Kijung Shin, Wei Cheng, Yanchi Liu, Haifeng Chen
- Submitted to ICML 2025
- Readers: Everyone
SFS: Smarter Code Space Search improves LLM Inference Scaling
Jonathan Light, Yue Wu, Yiyou Sun, Wenchao Yu, Yanchi Liu, Xujiang Zhao, Ziniu Hu, Haifeng Chen, Wei Cheng
- ICLR 2025
- Readers: Everyone
Incident Diagnosing and Reporting System Based on Retrieval Augmented Large Language Model
Peng Yuan, Lu An Tang, Yanchi Liu, Yuji Kobayashi, Moto Sato, Haifeng Chen
- AAAI 2025
- Readers: Everyone
Feature-Aware Contrastive Learning With Bidirectional Transformers for Sequential Recommendation
Hanwen Du, Huanhuan Yuan, Pengpeng Zhao, Deqing Wang, Victor S. Sheng, Yanchi Liu, Guanfeng Liu, Lei Zhao
- IEEE Trans. Knowl. Data Eng. 2024
- Readers: Everyone
SFS: Smarter Code Space Search improves LLM Inference Scaling
Jonathan Light, Yue Wu, Yiyou Sun, Wenchao Yu, Yanchi Liu, Xujiang Zhao, Ziniu Hu, Haifeng Chen, Wei Cheng
- ICLR 2025 Poster
- Readers: Everyone
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty
Chen Ling, Xujiang Zhao, Xuchao Zhang, Yanchi Liu, Wei Cheng, Haoyu Wang, Zhengzhang Chen, Mika Oishi, Takao Osaki, Katsushi Matsuda, Liang Zhao, Haifeng Chen
- ICLR 2024 R2-FM Workshop Poster
- Readers: Everyone

View all 167 publications

Co-Authors

View all 218 co-authors