Huanran Zheng

According to our database, Huanran Zheng authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

TS-HTFA: Advancing Time-Series Forecasting via Hierarchical Text-Free Alignment with Large Language Models.

Pengfei Wang, Huanran Zheng, Qi'ao Xu, Silong Dai, Yiqiao Wang, Wenjing Yue, Wei Zhu, Tianwen Qian, Liang Zhao

Symmetry, 2025

Faster Speculative Decoding via Effective Draft Decoder with Pruned Candidate Tree.

Huanran Zheng, Xiaoling Wang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

A Survey of Spatio-Temporal EEG data Analysis: from Models to Applications.

Pengfei Wang, Huanran Zheng, Silong Dai, Yiqiao Wang, Xiaotian Gu, Yuanbin Wu, Xiaoling Wang

CoRR, 2024

TS-TCD: Triplet-Level Cross-Modal Distillation for Time-Series Forecasting Using Large Language Models.

Pengfei Wang, Huanran Zheng, Silong Dai, Wenjing Yue, Wei Zhu, Xiaoling Wang

CoRR, 2024

TCMBench: A Comprehensive Benchmark for Evaluating Large Language Models in Traditional Chinese Medicine.

Wenjing Yue, Xiaoling Wang, Wei Zhu, Ming Guan, Huanran Zheng, Pengfei Wang, Changzhi Sun, Xin Ma

CoRR, 2024

NAT4AT: Using Non-Autoregressive Translation Makes Autoregressive Translation Faster and Better.

Huanran Zheng, Wei Zhu, Xiaoling Wang

Proceedings of the ACM on Web Conference 2024, 2024

Advancing ITS Applications with LLMs: A Survey on Traffic Management, Transportation Safety, and Autonomous Driving.

Dingkai Zhang, Huanran Zheng, Wenjing Yue, Xiaoling Wang

Proceedings of the Rough Sets - International Joint Conference, 2024

SCA: Selective Compression Attention for Efficiently Extending the Context Window of Large Language Models.

Huanran Zheng, Wei Zhu, Xiaoling Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning.

Jingfan Zhang, Yi Zhao, Dan Chen, Xing Tian, Huanran Zheng, Wei Zhu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Chimera Model of Candidate Soups for Non-Autoregressive Translation.

Huanran Zheng, Wei Zhu, Xiaoling Wang

Proceedings of the Database Systems for Advanced Applications, 2024

Filter-GLAT: Filter Glanced Decoder Output for Non-autoregressive Transformer.

Zichun Wang, Huanran Zheng, Xiaoling Wang

Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

2023

PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain.

Wei Zhu, Xiaoling Wang, Huanran Zheng, Mosha Chen, Buzhou Tang

CoRR, 2023

2022

Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation.

Huanran Zheng, Wei Zhu, Pengfei Wang, Xiaoling Wang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

A Survey on Spatiotemporal Data Processing Techniques in Smart Urban Rail.

Li Jian, Huanran Zheng, Bofeng Chen, Tingliang Zhou, Hui Chen, Yanjun Li

Proceedings of the Database Systems for Advanced Applications. DASFAA 2022 International Workshops, 2022