Hanzhang Zhou

26 papers A* 2Journal 15Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fine-Grained Activation Steering: Steering Less, Achieving More.
CoRR
Zijian Feng, Tianjiao Li, Zixiao Zhu, Hanzhang Zhou, Junlang Qian, Li Zhang, Chua Jia Jim Deryl, Lee Onn Mak, Gee Wah Ng, Kezhi Mao
2026 — conf
Rethinking Prompt Optimizers: From Prompt Merits to Optimization.
EACL (Volume 1: Long Papers)
Zixiao Zhu, Hanzhang Zhou, Zijian Feng, Tianjiao Li, Chua Jia Jim Deryl, Lee Onn Mak, Gee Wah Ng, Kezhi Mao
2025 — conf
Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction.
NAACL (Long Papers)
Junlang Qian, Zixiao Zhu, Hanzhang Zhou, Zijian Feng, Zepeng Zhai, Kezhi Mao
2025 J jnl
Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction.
CoRR
Junlang Qian, Zixiao Zhu, Hanzhang Zhou, Zijian Feng, Zepeng Zhai, Kezhi Mao
2025 — conf
Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context Learning.
NAACL (Long Papers)
Zixiao Zhu, Zijian Feng, Hanzhang Zhou, Junlang Qian, Kezhi Mao
2025 J jnl
MAI-UI Technical Report: Real-World Centric Foundation GUI Agents.
CoRR
Hanzhang Zhou, Xu Zhang, Panrong Tong, Jianan Zhang, Liangyu Chen, Quyu Kong, Chenglin Cai, Chen Liu, Yue Wang, Jingren Zhou, Steven Hoi
2025 J jnl
MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented Environments.
CoRR
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
2025 J jnl
Restoring Pruned Large Language Models via Lost Component Compensation.
CoRR
Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Tianjiao Li, Chua Jia Jim Deryl, Lee Onn Mak, Gee Wah Ng, Kezhi Mao
2025 J jnl
Rethinking Prompt Optimizers: From Prompt Merits to Optimization.
CoRR
Zixiao Zhu, Hanzhang Zhou, Zijian Feng, Tianjiao Li, Chua Jia Jim Deryl, Lee Onn Mak, Gee Wah Ng, Kezhi Mao
2025 J jnl
UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction-as-Reasoning.
CoRR
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
2024 J jnl
Adaptive micro- and macro-knowledge incorporation for hierarchical text classification.
Expert Syst. Appl.
Zijian Feng, Kezhi Mao, Hanzhang Zhou
2024 — conf
EDEntail: An Entailment-based Few-shot Text Classification with Extensional Definition.
NAACL-HLT (Findings)
Zixiao Zhu, Junlang Qian, Zijian Feng, Hanzhang Zhou, Kezhi Mao
2024 — conf
FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation.
ACL (1)
Zijian Feng, Hanzhang Zhou, Kezhi Mao, Zixiao Zhu
2024 J jnl
FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation.
CoRR
Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Kezhi Mao
2024 — conf
LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction.
ACL (1)
Hanzhang Zhou, Junlang Qian, Zijian Feng, Hui Lu, Zixiao Zhu, Kezhi Mao
2024 J jnl
MICL: Improving In-Context Learning through Multiple-Label Words in Demonstration.
CoRR
Zixiao Zhu, Zijian Feng, Hanzhang Zhou, Junlang Qian, Kezhi Mao
2024 — conf
PromptExplainer: Explaining Language Models through Prompt-based Learning.
EACL (Findings)
Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Kezhi Mao
2024 A* conf
UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation.
NeurIPS
Hanzhang Zhou, Zijian Feng, Zixiao Zhu, Junlang Qian, Kezhi Mao
2024 J jnl
UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation.
CoRR
Hanzhang Zhou, Zijian Feng, Zixiao Zhu, Junlang Qian, Kezhi Mao
2024 A* conf
Unveiling and Manipulating Prompt Influence in Large Language Models.
ICLR
Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Junlang Qian, Kezhi Mao
2024 J jnl
Unveiling and Manipulating Prompt Influence in Large Language Models.
CoRR
Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Junlang Qian, Kezhi Mao
2023 — conf
Closed Boundary Learning for Classification Tasks with the Universum Class.
EMNLP (Findings)
Hanzhang Zhou, Zijian Feng, Kezhi Mao
2023 J jnl
Heuristics-Driven Link-of-Analogy Prompting: Enhancing Large Language Models for Document-Level Event Argument Extraction.
CoRR
Hanzhang Zhou, Junlang Qian, Zijian Feng, Hui Lu, Zixiao Zhu, Kezhi Mao
2022 — conf
Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss.
NAACL-HLT
Hanzhang Zhou, Kezhi Mao
2022 J jnl
Tailored text augmentation for sentiment analysis.
Expert Syst. Appl.
Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Kezhi Mao
2021 J jnl
DeepVolume: Brain Structure and Spatial Connection-Aware Network for Brain MRI Super-Resolution.
IEEE Trans. Cybern.
Zeju Li, Jinhua Yu, Yuanyuan Wang, Hanzhang Zhou, Haowei Yang, Zhongwei Qiao