Generating API-usage example for project developers. - Zixiao Zhu; Yanzhen Zou; Yong Jin 008; Bing Xie (Internetware, 2013)

Mining API Usage Examples from Test Code. - Zixiao Zhu; Yanzhen Zou; Bing Xie; Yong Jin 008; Zeqi Lin; Lu Zhang 023 (ICSME, 2014)

Recommending relevant projects via user behaviour: an exploratory study on github. - Lingxiao Zhang; Yanzhen Zou; Bing Xie; Zixiao Zhu (CrowdSoft@SIGSOFT FSE, 2014)

Automatically Generating Task-Oriented API Learning Guide. - Zixiao Zhu; Chenyan Hua; Yanzhen Zou; Bing Xie; Junfeng Zhao 001 (Internetware, 2017)

NLI2Code: Reusing Libraries with Natural Language Interface. - Qi Shen; Bing Xie; Yanzhen Zou; Zixiao Zhu; Shijun Wu (ICSR, 2019)

From API to NLI: A new interface for library reuse. - Qi Shen; Shijun Wu; Yanzhen Zou; Zixiao Zhu; Bing Xie (J. Syst. Softw., 2020)

Tailored text augmentation for sentiment analysis. - Zijian Feng; Hanzhang Zhou; Zixiao Zhu; Kezhi Mao (Expert Syst. Appl., 2022)

Monte-Carlo Method-Based Collaborative Detection of Underwater Targets by Multiple Air-Water Amphibious Robots. - Shuchang Bai; Lichuan Zhang; Lu Liu 007; Qiaoqiao Zhao; Zixiao Zhu; Wenlong Geng; Chen Zhang; Ziyang Chen (CACRE, 2023)

Integrated DLP and DIW 3D Printer for Flexible Electronics. - Qinghua Yu; Zixiao Zhu; Xiru Fan; Dong Wang 049 (ICIRA (4), 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)

Knowledge-based BERT word embedding fine-tuning for emotion recognition. - Zixiao Zhu; Kezhi Mao (Neurocomputing, 2023)

FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation. - Zijian Feng; Hanzhang Zhou; Kezhi Mao; Zixiao Zhu (ACL (1), 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 (ACL (1), 2024)

PromptExplainer: Explaining Language Models through Prompt-based Learning. - Zijian Feng; Hanzhang Zhou; Zixiao Zhu; Kezhi Mao (EACL (Findings), 2024)

Unveiling and Manipulating Prompt Influence in Large Language Models. - Zijian Feng; Hanzhang Zhou; Zixiao Zhu; Junlang Qian; Kezhi Mao (ICLR, 2024)

EDEntail: An Entailment-based Few-shot Text Classification with Extensional Definition. - Zixiao Zhu; Junlang Qian; Zijian Feng; Hanzhang Zhou; Kezhi Mao (NAACL-HLT (Findings), 2024)

UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation. - Hanzhang Zhou; Zijian Feng; Zixiao Zhu; Junlang Qian; Kezhi Mao (NeurIPS, 2024)

MICL: Improving In-Context Learning through Multiple-Label Words in Demonstration. - Zixiao Zhu; Zijian Feng; Hanzhang Zhou; Junlang Qian; Kezhi Mao (CoRR, 2024)

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 (NAACL (Long Papers), 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 (NAACL (Long Papers), 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)

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 (CoRR, 2025)

Domain Lexical Knowledge-based Word Embedding Learning for Text Classification under Small Data. - Zixiao Zhu; Kezhi Mao (CoRR, 2025)