| 2026 | ACL | Think Faster Than Words: Efficient LLM Chain-of-Thought Reasoning via Dynamic Shortcut Decoding. | Fan Liu, Yanhao Wang, Min Zhang, Zhikang Chen, Zeyuan Li, Lewei He, Jiahui Pan |
| 2026 | ACL | NaturalGAIA: A Verifiable Benchmark and Hierarchical Framework for Long-Horizon GUI Tasks. | Zihan Zheng, Tianle Cui, Taoran Wang, Fengtao Wang, Jiahui Pan, Lewei He, Qianglong Chen |
| 2026 | WWW | Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent Workflows. | Jinwei Su, Qizhen Lan, Yinghui Xia, Lifan Sun, Weiyou Tian, Tianyu Shi, Lewei He |
| 2025 | ACL | PlanningArena: A Modular Benchmark for Multidimensional Evaluation of Planning and Tool Learning. | Zihan Zheng, Tianle Cui, Chuwen Xie, Jiahui Pan, Qianglong Chen, Lewei He |
| 2025 | DAC | DANN: Diffractive Acoustic Neural Network for in-sensor computing system target at multi-biomarker diagnosis. | Lewei He, Ning Lin, Binbin Cui, Xinran Zhang, Shiming Zhang, Zhongrui Wang |
| 2025 | EMNLP | VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation. | Hao Chen, Tianyu Shi, Pengran Huang, Zeyuan Li, Jiahui Pan, Qianglong Chen, Lewei He |
| 2023 | IJCNN | Automatic Hemiplegia Gait Assessment for Post-Stroke by an Efficient Hybrid Attention-Based GhostNet. | Chengju Zhou, Daqin Feng, Lewei He, Nianming Ban, Shuxi Wang, Jiahui Pan |