Jinpeng Hu

According to our database, Jinpeng Hu authored at least 43 papers between 2019 and 2026.

Collaborative distances:

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

2026

To Fuse or to Drop? Dual-Path Learning for Resolving Modality Conflicts in Multimodal Emotion Recognition.

Yangchen Yu, Qian Chen, Jia Li, Zhenzhen Hu, Jinpeng Hu, Lizi Liao, Erik Cambria, Richang Hong

CoRR, May, 2026

WebUncertainty: Dual-Level Uncertainty Driven Planning and Reasoning For Autonomous Web Agent.

Lingfeng Zhang, Yongan Sun, Jinpeng Hu, Hui Ma, Yang Ying, Kuien Liu, Zenglin Shi, Meng Wang

CoRR, April, 2026

Tears or Cheers? Benchmarking LLMs via Culturally Elicited Distinct Affective Responses.

Chongyuan Dai, Yaling Shen, Jinpeng Hu, Zihan Gao, Jia Li, Yishun Jiang, Yaxiong Wang, Liu Liu, Zongyuan Ge

CoRR, January, 2026

PsychEthicsBench: Evaluating Large Language Models Against Australian Mental Health Ethics.

Yaling Shen, Stephanie Fong, Yiwen Jiang, Zimu Wang, Feilong Tang, Qingyang Xu, Xiangyu Zhao, Zhongxing Xu, Jiahe Liu, Jinpeng Hu, Dominic Dwyer, Zongyuan Ge

CoRR, January, 2026

An online precision estimation method for impurity mass in grain flow of rice combine harvesters based on multimodal data fusion.

Zhihong Cui, Peng Liu, Jinpeng Hu, Enze Guo, Zhihong He, Xiaoyu Chai, Haiwen Chen, Zhiqiang Song, Lizhang Xu

Comput. Electron. Agric., 2026

From Social Media to Psychological Scale: An Adaptive Framework with Two-Hop Retrieval for Depression Screening.

Yangyang Xu, Jinpeng Hu, Peipei Song, Zhangling Duan, Xun Yang

Proceedings of the ACM Web Conference 2026, 2026

AgentMental: An Interactive Multi-Agent Framework for Explainable and Adaptive Mental Health Assessment.

Jinpeng Hu, Ao Wang, Qianqian Xie, Zhuo Li, Hui Ma, Dan Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

MentraSuite: Post-Training Large Language Models for Mental Health Reasoning and Assessment.

Mengxi Xiao, Kailai Yang, Pengde Zhao, Enze Zhang, Ziyan Kuang, Zhiwei Liu, Weiguang Han, Shu Liao, Lianting Huang, Jinpeng Hu, Min Peng, Qianqian Xie, Sophia Ananiadou

CoRR, December, 2025

CLAIP-Emo: Parameter-Efficient Adaptation of Language-supervised models for In-the-Wild Audiovisual Emotion Recognition.

Yin Chen, Jia Li, Jinpeng Hu, Zhenzhen Hu, Richang Hong

CoRR, September, 2025

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark.

Jinpeng Hu, Hongchang Shi, Chongyuan Dai, Zhuo Li, Peipei Song, Meng Wang

CoRR, August, 2025

In-Context Examples Matter: Improving Emotion Recognition in Conversation with Instruction Tuning.

Hui Ma, Bo Zhang, Jinpeng Hu, Zenglin Shi

CoRR, August, 2025

Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and Reasoning.

Chongyuan Dai, Jinpeng Hu, Hongchang Shi, Zhuo Li, Xun Yang, Meng Wang

CoRR, August, 2025

PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation.

Jinpeng Hu, Tengteng Dong, Gang Luo, Hui Ma, Peng Zou, Xiao Sun, Dan Guo, Xun Yang, Meng Wang

IEEE Trans. Comput. Soc. Syst., April, 2025

Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm.

Zhuo Li, Yuhao Du, Xiaoqi Jiao, Yiwen Guo, Yuege Feng, Xiang Wan, Anningzhe Gao, Jinpeng Hu

CoRR, March, 2025

Integrated UAV Swarm and Human-Machine Interaction Platform for Real-Time Mobile Training and Evaluation.

Jinpeng Hu

Int. J. Interact. Mob. Technol., 2025

Lodge-Unet: a dual-frequency feature fusion network with boundary-aware optimization for wheat lodging detection via autonomous harvesters.

Peng Liu, Zhihong Cui, Jinpeng Hu, Qian Zhang, Jingjing Sun, Xiaoyu Chai, Lizhang Xu

Comput. Electron. Agric., 2025

Large Model in Low-Altitude Economy: Applications and Challenges.

Jinpeng Hu, Wei Wang, Yuxiao Liu, Jing Zhang

Big Data Cogn. Comput., 2025

SIEP-YOLO: Small Target Cluster Detection in Aerial Images.

Peiyao Liu, Jun Wang, Jinpeng Hu, Huanyu Yang, Peng Zhu, Yuming Bo

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

Beyond Emotion Recognition: A Multi-Turn Multimodal Emotion Understanding and Reasoning Benchmark.

Jinpeng Hu, Hongchang Shi, Chongyuan Dai, Zhuo Li, Peipei Song, Meng Wang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

MultiAgentESC: A LLM-based Multi-Agent Collaboration Framework for Emotional Support Conversation.

Yangyang Xu, Jinpeng Hu, Zhuoer Zhao, Zhangling Duan, Xiao Sun, Xun Yang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport.

Zhuo Li, Yuege Feng, Dandan Guo, Jinpeng Hu, Anningzhe Gao, Xiang Wan

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm.

Zhuo Li, Yuhao Du, Xiaoqi Jiao, Steven Y. Guo, Yuege Feng, Xiang Wan, Anningzhe Gao, Jinpeng Hu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs.

Zhuo Li, Yuhao Du, Jinpeng Hu, Xiang Wan, Anningzhe Gao

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

2024

Design and Experiment of an Unoccupied Control System for a Tracked Grain Vehicle.

Jiahui Pan, Lizhang Xu, En Lu, Buwang Dai, Tiaotiao Chen, Weiming Sun, Zhihong Cui, Jinpeng Hu

Sensors, May, 2024

Mapping medical image-text to a joint space via masked modeling.

Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang

Medical Image Anal., January, 2024

PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation.

Jinpeng Hu, Tengteng Dong, Hui Ma, Peng Zou, Xiao Sun, Meng Wang

CoRR, 2024

Automatic grain unloading method for track-driven rice combine harvesters based on stereo vision.

Zhihong Cui, Jinpeng Hu, Yang Yu, Guangqiao Cao, Hao Zhang, Xiaoyu Chai, Haiwen Chen, Lizhang Xu

Comput. Electron. Agric., 2024

Single-cell RNA sequencing and multiple bioinformatics methods to identify the biomarkers of ischemic stroke to alzheimer's disease.

Xiang Zhao, Jinpeng Hu, Guangye Sun, Jinxing Fu, Jiarong He, Xiao Jin, Zhitao Jing

Biomed. Signal Process. Control., 2024

2023

Image Feature Detectors in Agricultural Harvesting: An Evaluation.

Zhihong Cui, Lizhang Xu, Yang Yu, Xiaoyu Chai, Qian Zhang, Peng Liu, Jinpeng Hu, Yang Li, Haiwen Chen

Sensors, December, 2023

Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation.

Tao Fang, Shu Yang, Kaixin Lan, Derek F. Wong, Jinpeng Hu, Lidia S. Chao, Yue Zhang

CoRR, 2023

Impurity/Breakage Assessment of Vehicle-Mounted Dynamic Rice Grain Flow on Combine Harvester Based on Improved Deeplabv3+ and YOLOv4.

Qian Zhang, Jinpeng Hu, Lizhang Xu, Qibing Cai, Xun Yu, Peng Liu

IEEE Access, 2023

Improving Radiology Summarization with Radiograph and Anatomy Prompts.

Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, Tsung-Hui Chang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Improving Grammatical Error Correction with Multimodal Feature Integration.

Tao Fang, Jinpeng Hu, Derek F. Wong, Xiang Wan, Lidia S. Chao, Tsung-Hui Chang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

EASAL: Entity-Aware Subsequence-Based Active Learning for Named Entity Recognition.

Yang Liu, Jinpeng Hu, Zhihong Chen, Xiang Wan, Tsung-Hui Chang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER.

Jinpeng Hu, Dandan Guo, Yang Liu, Zhuo Li, Zhihong Chen, Xiang Wan, Tsung-Hui Chang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction.

Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

A Label-Aware Autoregressive Framework for Cross-Domain NER.

Jinpeng Hu, He Zhao, Dan Guo, Xiang Wan, Tsung-Hui Chang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Hero-Gang Neural Model For Named Entity Recognition.

Jinpeng Hu, Yaling Shen, Yang Liu, Xiang Wan, Tsung-Hui Chang

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Multi-modal Masked Autoencoders for Medical Vision-and-Language Pre-training.

Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction.

Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Graph Enhanced Contrastive Learning for Radiology Findings Summarization.

Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan, Tsung-Hui Chang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Word Graph Guided Summarization for Radiology Findings.

Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2019

Extraction of risk factors for cardiovascular diseases from Chinese electronic medical records.

Jia Su, Jinpeng Hu, Jingchi Jiang, Jing Xie, Yang Yang, Bin He, Jinfeng Yang, Yi Guan

Comput. Methods Programs Biomed., 2019