Tianhua Zhou

According to our database, Tianhua Zhou authored at least 17 papers between 2019 and 2026.

Collaborative distances:

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

2026

SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models.

Yifu Huo, Chenglong Wang, Ziming Zhu, Shunjie Xing, Peinan Feng, Tongran Liu, Qiaozhi He, Tianhua Zhou, Xiaojia Chang, Jingbo Zhu, Zhengtao Yu, Tong Xiao

CoRR, April, 2026

MSRL: Scaling Generative Multimodal Reward Modeling via Multi-Stage Reinforcement Learning.

Chenglong Wang, Yifu Huo, Yang Gan, Qiaozhi He, Qi Meng, Bei Li, Yan Wang, Junfu Liu, Tianhua Zhou, Jingbo Zhu, Tong Xiao

CoRR, March, 2026

SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams.

Chenglong Wang, Canjia Li, Xingzhao Zhu, Yifu Huo, Huiyu Wang, Weixiong Lin, Yun Yang, Qiaozhi He, Tianhua Zhou, Xiaojia Chang, Jingbo Zhu, Tong Xiao

CoRR, January, 2026

2025

Pixel-responsive optimization beamforming method for ultrasound transcranial imaging.

Junyi Wang, Tianhua Zhou, Gaobo Zhang, Boyi Li, Xin Liu, Dean Ta

Medical Image Anal., 2025

2024

HMPA: a pioneering framework for the noncanonical peptidome from discovery to functional insights.

Xinwan Su, Chengyu Shi, Fangzhou Liu, Manman Tan, Ying Wang, Linyu Zhu, Yu Chen, Meng Yu, Xinyi Wang, Jian Liu, Yang Liu, Weiqiang Lin, Zhaoyuan Fang, Qiang Sun, Tianhua Zhou, Aifu Lin

Briefings Bioinform., November, 2024

A 3-D Ultrasound Tomography Method for Bone Morphology Evaluation.

Qinzhen Shi, Tianhua Zhou, Yuan Liu, Yucheng He, Lingwei Shi, Yifang Li, Dean Ta

IEEE Trans. Computational Imaging, 2024

Enhancing Asymmetric Web Search through Question-Answer Generation and Ranking.

Dezhi Ye, Jie Liu, Jiabin Fan, Bowen Tian, Tianhua Zhou, Xiang Chen, Jin Ma

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Event-enhanced Retrieval in Real-time Search.

Yanan Zhang, Xiaoling Bai, Tianhua Zhou

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations.

Haolin Deng, Chang Wang, Xin Li, Dezhang Yuan, Junlang Zhan, Tianhua Zhou, Jin Ma, Jun Gao, Ruifeng Xu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Event-driven Real-time Retrieval in Web Search.

Nan Yang, Shusen Zhang, Yannan Zhang, Xiaoling Bai, Hualong Deng, Tianhua Zhou, Jin Ma

CoRR, 2023

Improving Query Correction Using Pre-train Language Model In Search Engines.

Dezhi Ye, Bowen Tian, Jiabin Fan, Jie Liu, Tianhua Zhou, Xiang Chen, Mingming Li, Jin Ma

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Event-Centric Query Expansion in Web Search.

Yanan Zhang, Weijie Cui, Yangfan Zhang, Xiaoling Bai, Zhe Zhang, Jin Ma, Xiang Chen, Tianhua Zhou

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track), 2023

2022

Deep Learning for TOF Extraction in Bone Ultrasound Tomography.

Qinzhen Shi, Tianhua Zhou, Yifang Li, Chengcheng Liu, Dean Ta

IEEE Trans. Computational Imaging, 2022

Fast Underwater Optical Beacon Finding and High Accuracy Visual Ranging Method Based on Deep Learning.

Bo Zhang, Ping Zhong, Fu Yang, Tianhua Zhou, Lingfei Shen

Sensors, 2022

A Low-Complexity Underwater Acoustic Coherent Communication System for Small AUV.

Weihua Jiang, Xiaoyu Yang, Feng Tong, Yijun Yang, Tianhua Zhou

Remote. Sens., 2022

Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset.

Haolin Deng, Yanan Zhang, Yangfan Zhang, Wangyang Ying, Changlong Yu, Jun Gao, Wei Wang, Xiaoling Bai, Nan Yang, Jin Ma, Xiang Chen, Tianhua Zhou

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

2019

Impact of climate factors on future distributions of <i>Paeonia ostii</i> across China estimated by MaxEnt.

Keliang Zhang, Yin Zhang, Chao Zhou, Jiasong Meng, Jing Sun, Tianhua Zhou, Jun Tao

Ecol. Informatics, 2019