Zixiao Zhu

33 papers A* 2A 1B 1Journal 17Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Autonomous Data Collection via Model-Free Reinforcement Learning Enables Control of Magnetic Soft Robots.
Robotics Auton. Syst.
Zakir Ullah, Dong Wang, Jinqiang Wang, Zixiao Zhu, Qing Xia, Peter B. Shull
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 J jnl
Domain Lexical Knowledge-based Word Embedding Learning for Text Classification under Small Data.
CoRR
Zixiao Zhu, Kezhi Mao
2025 J jnl
Hybrid Memory-Augmented Neural Control for Real-Time, Model-Free Actuation of Magnetic Soft Robots.
IEEE Trans Autom. Sci. Eng.
Zakir Ullah, Dong Wang, Jinqiang Wang, Zixiao Zhu, Qing Xia, Peter B. Shull
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
P2GCN: Pixel-patch mutual enhancement graph convolutional network for sonar image super-resolution.
Expert Syst. Appl.
Xuanfeng Li, Lichuan Zhang, Qiaoqiao Zhao, Zixiao Zhu, Feihu Zhang
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
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 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
2023 — conf
Integrated DLP and DIW 3D Printer for Flexible Electronics.
ICIRA (4)
Qinghua Yu, Zixiao Zhu, Xiru Fan, Dong Wang
2023 J jnl
Knowledge-based BERT word embedding fine-tuning for emotion recognition.
Neurocomputing
Zixiao Zhu, Kezhi Mao
2023 — conf
Monte-Carlo Method-Based Collaborative Detection of Underwater Targets by Multiple Air-Water Amphibious Robots.
CACRE
Shuchang Bai, Lichuan Zhang, Lu Liu, Qiaoqiao Zhao, Zixiao Zhu, Wenlong Geng, Chen Zhang, Ziyang Chen
2022 J jnl
Tailored text augmentation for sentiment analysis.
Expert Syst. Appl.
Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Kezhi Mao
2020 J jnl
From API to NLI: A New Interface for Library Reuse.
CoRR
Qi Shen, Shijun Wu, Yanzhen Zou, Zixiao Zhu, Bing Xie
2020 J jnl
From API to NLI: A new interface for library reuse.
J. Syst. Softw.
Qi Shen, Shijun Wu, Yanzhen Zou, Zixiao Zhu, Bing Xie
2019 B conf
NLI2Code: Reusing Libraries with Natural Language Interface.
ICSR
Qi Shen, Bing Xie, Yanzhen Zou, Zixiao Zhu, Shijun Wu
2017 — conf
Automatically Generating Task-Oriented API Learning Guide.
Internetware
Zixiao Zhu, Chenyan Hua, Yanzhen Zou, Bing Xie, Junfeng Zhao
2014 A conf
Mining API Usage Examples from Test Code.
ICSME
Zixiao Zhu, Yanzhen Zou, Bing Xie, Yong Jin, Zeqi Lin, Lu Zhang
2014 — conf
Recommending relevant projects via user behaviour: an exploratory study on github.
CrowdSoft@SIGSOFT FSE
Lingxiao Zhang, Yanzhen Zou, Bing Xie, Zixiao Zhu
2013 — conf
Generating API-usage example for project developers.
Internetware
Zixiao Zhu, Yanzhen Zou, Yong Jin, Bing Xie