Hanzhang Zhou

According to our database, Hanzhang Zhou authored at least 22 papers between 2021 and 2026.

Collaborative distances:

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

2026

FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems.

Wenhao Wang, Haoting Shi, Mengying Yuan, Yiquan Lin, Panrong Tong, Hanzhang Zhou, Guangyi Liu, Pengxiang Zhao, Yue Wang, Siheng Chen

CoRR, April, 2026

Fine-Grained Activation Steering: Steering Less, Achieving More.

Zijian Feng, Tianjiao Li, Zixiao Zhu, Hanzhang Zhou, Junlang Qian, Li Zhang, Chua Jia Jim Deryl, Lee Onn Mak, Gee Wah Ng, Kezhi Mao

CoRR, February, 2026

Rethinking Prompt Optimizers: From Prompt Merits to Optimization.

Zixiao Zhu, Hanzhang Zhou, Zijian Feng, Tianjiao Li, Chua Jia Jim Deryl, Lee Onn Mak, Gee Wah Ng, Kezhi Mao

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented Environments.

Quyu Kong, Xu Zhang, Zhenyu Yang, Nolan Gao, Chen Liu, Panrong Tong, Chenglin Cai, Hanzhang Zhou, Jianan Zhang, Liangyu Chen, Zhidan Liu, Steven Hoi, Yue Wang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

MAI-UI Technical Report: Real-World Centric Foundation GUI Agents.

Hanzhang Zhou, Xu Zhang, Panrong Tong, Jianan Zhang, Liangyu Chen, Quyu Kong, Chenglin Cai, Chen Liu, Yue Wang, Jingren Zhou, Steven Hoi

CoRR, December, 2025

Restoring Pruned Large Language Models via Lost Component Compensation.

Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Tianjiao Li, Chua Jia Jim Deryl, Lee Onn Mak, Gee Wah Ng, Kezhi Mao

CoRR, October, 2025

UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction-as-Reasoning.

Liangyu Chen, Hanzhang Zhou, Chenglin Cai, Jianan Zhang, Panrong Tong, Quyu Kong, Xu Zhang, Chen Liu, Yuqi Liu, Wenxuan Wang, Yue Wang, Qin Jin, Steven Hoi

CoRR, October, 2025

Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context Learning.

Zixiao Zhu, Zijian Feng, Hanzhang Zhou, Junlang Qian, Kezhi Mao

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction.

Junlang Qian, Zixiao Zhu, Hanzhang Zhou, Zijian Feng, Zepeng Zhai, Kezhi Mao

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

Adaptive micro- and macro-knowledge incorporation for hierarchical text classification.

Zijian Feng, Kezhi Mao, Hanzhang Zhou

Expert Syst. Appl., 2024

MICL: Improving In-Context Learning through Multiple-Label Words in Demonstration.

Zixiao Zhu, Zijian Feng, Hanzhang Zhou, Junlang Qian, Kezhi Mao

CoRR, 2024

UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation.

Hanzhang Zhou, Zijian Feng, Zixiao Zhu, Junlang Qian, Kezhi Mao

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

EDEntail: An Entailment-based Few-shot Text Classification with Extensional Definition.

Zixiao Zhu, Junlang Qian, Zijian Feng, Hanzhang Zhou, Kezhi Mao

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

Unveiling and Manipulating Prompt Influence in Large Language Models.

Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Junlang Qian, Kezhi Mao

Proceedings of the Twelfth International Conference on Learning Representations, 2024

PromptExplainer: Explaining Language Models through Prompt-based Learning.

Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Kezhi Mao

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

LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction.

Hanzhang Zhou, Junlang Qian, Zijian Feng, Hui Lu, Zixiao Zhu, Kezhi Mao

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

FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation.

Zijian Feng, Hanzhang Zhou, Kezhi Mao, Zixiao Zhu

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

2023

Heuristics-Driven Link-of-Analogy Prompting: Enhancing Large Language Models for Document-Level Event Argument Extraction.

Hanzhang Zhou, Junlang Qian, Zijian Feng, Hui Lu, Zixiao Zhu, Kezhi Mao

CoRR, 2023

Closed Boundary Learning for Classification Tasks with the Universum Class.

Hanzhang Zhou, Zijian Feng, Kezhi Mao

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

2022

Tailored text augmentation for sentiment analysis.

Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Kezhi Mao

Expert Syst. Appl., 2022

Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss.

Hanzhang Zhou, Kezhi Mao

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

2021

DeepVolume: Brain Structure and Spatial Connection-Aware Network for Brain MRI Super-Resolution.

Zeju Li, Jinhua Yu, Yuanyuan Wang, Hanzhang Zhou, Haowei Yang, Zhongwei Qiao

IEEE Trans. Cybern., 2021