Zixiao Zhu

According to our database, Zixiao Zhu authored at least 27 papers between 2013 and 2026.

Collaborative distances:

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

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

Autonomous Data Collection via Model-Free Reinforcement Learning Enables Control of Magnetic Soft Robots.

Zakir Ullah, Dong Wang, Jinqiang Wang, Zixiao Zhu, Qing Xia, Peter B. Shull

Robotics Auton. Syst., 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

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

Domain Lexical Knowledge-based Word Embedding Learning for Text Classification under Small Data.

Zixiao Zhu, Kezhi Mao

CoRR, June, 2025

Hybrid Memory-Augmented Neural Control for Real-Time, Model-Free Actuation of Magnetic Soft Robots.

Zakir Ullah, Dong Wang, Jinqiang Wang, Zixiao Zhu, Qing Xia, Peter B. Shull

IEEE Trans Autom. Sci. Eng., 2025

P2GCN: Pixel-patch mutual enhancement graph convolutional network for sonar image super-resolution.

Xuanfeng Li, Lichuan Zhang, Qiaoqiao Zhao, Zixiao Zhu, Feihu Zhang

Expert Syst. Appl., 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

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

Knowledge-based BERT word embedding fine-tuning for emotion recognition.

Zixiao Zhu, Kezhi Mao

Neurocomputing, October, 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

Integrated DLP and DIW 3D Printer for Flexible Electronics.

Qinghua Yu, Zixiao Zhu, Xiru Fan, Dong Wang

Proceedings of the Intelligent Robotics and Applications - 16th International Conference, 2023

Monte-Carlo Method-Based Collaborative Detection of Underwater Targets by Multiple Air-Water Amphibious Robots.

Shuchang Bai, Lichuan Zhang, Lu Liu, Qiaoqiao Zhao, Zixiao Zhu, Wenlong Geng, Chen Zhang, Ziyang Chen

Proceedings of the 8th International Conference on Automation, 2023

2022

Tailored text augmentation for sentiment analysis.

Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Kezhi Mao

Expert Syst. Appl., 2022

2020

From API to NLI: A new interface for library reuse.

Qi Shen, Shijun Wu, Yanzhen Zou, Zixiao Zhu, Bing Xie

J. Syst. Softw., 2020

2019

NLI2Code: Reusing Libraries with Natural Language Interface.

Qi Shen, Bing Xie, Yanzhen Zou, Zixiao Zhu, Shijun Wu

Proceedings of the Reuse in the Big Data Era, 2019

2017

Automatically Generating Task-Oriented API Learning Guide.

Zixiao Zhu, Chenyan Hua, Yanzhen Zou, Bing Xie, Junfeng Zhao

Proceedings of the 9th Asia-Pacific Symposium on Internetware, 2017

2014

Recommending relevant projects via user behaviour: an exploratory study on github.

Lingxiao Zhang, Yanzhen Zou, Bing Xie, Zixiao Zhu

Proceedings of the 1st International Workshop on Crowd-based Software Development Methods and Technologies, 2014

Mining API Usage Examples from Test Code.

Zixiao Zhu, Yanzhen Zou, Bing Xie, Yong Jin, Zeqi Lin, Lu Zhang

Proceedings of the 30th IEEE International Conference on Software Maintenance and Evolution, Victoria, BC, Canada, September 29, 2014

2013

Generating API-usage example for project developers.

Zixiao Zhu, Yanzhen Zou, Yong Jin, Bing Xie

Proceedings of the 5th Asia-Pacific Symposium on Internetware, 2013