| 2026 | AAAI | TokenPowerBench: Benchmarking the Power Consumption of LLM Inference. | Chenxu Niu, Wei Zhang, Jie Li, Yongjian Zhao, Tongyang Wang, Xi Wang, Yong Chen |
| 2026 | AAAI | FIXME: Towards End-to-End Benchmarking of LLM-Aided Design Verification. | Gwok-Waa Wan, SamZaak Wong, Shengchu Su, Chenxu Niu, Ning Wang, Xinlai Wan, Qixiang Chen, Mengnv Xing, Jingyi Zhang, Jianmin Ye, Yubo Wang, Rongchang Song, Tao Ni, Qiang Xu, Nan Guan, Zhe Jiang, Xi Wang, Yong Chen, Jun Yang |
| 2026 | AAAI | Steering Representations, Safeguarding Privacy: A Cross-Modal Privacy Protection Method for Generative AI. | Jie Zhang, Chenxu Niu, Zhefeng Nan, Yangyan Xu, Jinta Weng |
| 2026 | ACL | CFlowPsyD: An Analysis-Enhanced Dataset for Asynchronous Psychological Counseling through Self-Optimizing Multi-Agent Framework. | Donghao Li, Yifan Deng, Jinta Weng, Xingsheng Zhang, Chenxu Niu, Jingyuan Tian, Heyan Huang, Yue Hu |
| 2025 | EMNLP | Can We Steer Reasoning Direction by Thinking Intervention? | Xingsheng Zhang, Luxi Xing, Chen Zhang, Yanbing Liu, Yifan Deng, Yunpeng Li, Yue Hu, Chenxu Niu |
| 2025 | SSDBM | ICEAGE: Intelligent Contextual Exploration and Answer Generation Engine for Scientific Data Discovery. | Chenxu Niu, Wei Zhang, Mert Side, Yong Chen |
| 2024 | APSEC | Prioritizing Test Cases Through Dual-Uncertainty Evaluating for Road Disease Detection System. | Chenxu Niu, Huijun Liu, Ao Li, Tianhao Xiao, Zhimin Ruan, Ling Xu, Yongxin Ge |
| 2024 | SMC | Decrease the Prompt Uncertainty: Adversarial Prompt Learning for Few-shot Text Classification. | Jinta Weng, Zhaoguang Zhang, Yaqi Jing, Chenxu Niu, Heyan Huang, Yue Hu |
| 2023 | CIKM | Spans, Not Tokens: A Span-Centric Model for Multi-Span Reading Comprehension. | Zixian Huang, Jiaying Zhou, Chenxu Niu, Gong Cheng |
| 2023 | ICASSP | Learning to Balance the Global Coherence and Informativeness in Knowledge-Grounded Dialogue Generation. | Chenxu Niu, Yue Hu, Wei Peng, Yuqiang Xie |
| 2019 | HiPC | Exploring Metadata Search Essentials for Scientific Data Management. | Wei Zhang, Suren Byna, Chenxu Niu, Yong Chen |