About Me

My name is Luo CHENG (程络 [ʈʂʰəŋ˧˥ lwɔ˥˩]), a master’s student in Institute of Software, Chinese Academy of Sciences (ISCAS) and University of Chinese Academy of Sciences (UCAS). I am fortunate to be advised by Prof. Lijun ZHANG within the Key Laboratory of System Software (TIS group).

Previously, I received my B.Eng. degree from the School of Computer Science and Technology, Guangdong University of Technology (GDUT). During my undergraduate years, I focused on Machine Learning and Differential Privacy at QG Studio, supervised by Prof. Guangqiang XIE and Prof. Yang LI.

My research interest includes Automatic Driving, Adversarial Samples and AI alignment. Contact me: chengluo##ios.ac.cn (replace ## to @)

🔥 News

• 2025.10:  🎉🎉 One paper titled Oral Presentation"SL-CBM: Enhancing Concept Bottleneck Models with Semantic Locality for Better Interpretabilit" has been accepted by AAAI 2026! See you in Singapore!

📝 Publications

• SL-CBM: Enhancing Concept Bottleneck Models with Semantic Locality for Better Interpretability
  Hanwei Zhang, Luo Cheng, Rui Wen, Yang Zhang, Lijun Zhang*, Holger Hermanns in The 40th AAAI Conference on Artificial Intelligence (AAAI'26), 2025.
  CCF A

• Eidos Revisited: Expanding Efficient, Imperceptible Adversarial Attacks on 3D Point Clouds
  Luo Cheng, Hanwei Zhang, Qisong He, Wei Huang, Renjue Li, Xiaowei Huang, Holger Hermanns, Lijun Zhang* in Journal of Systems Architecture (JSA), 2025.
  CCF B

• Eidos: Efficient, Imperceptible Adversarial 3D Point Clouds
  Hanwei Zhang, Luo Cheng, Qisong He, Wei Huang, Renjue Li, Ronan Sicre, Xiaowei Huang, Holger Hermanns, Lijun Zhang* in Symposium on Dependable Software Engineering Theories, Tools and Applications (SETTA'24), 2024.
  CCF C

🛠️ Working Papers

• Revisiting Physically Realizable Adversarial Object Attack against LiDAR-based Detection: Clarifying Problem Formulation and Experimental Protocols
  Luo Cheng, Hanwei Zhang, Lijun Zhang, Holger Hermanns* in arXiv preprint , 2025.
  arXiv 2507.18457 [cs.CV]

🎖 Honors and Awards

• Grand Prize, 3rd National College Green Computing Innovation Contest (Task Challenge) 2020
• Second Prize (National), 4th “Changfeng Cup” National Big Data Analysis and Mining Contest 2020
• First Prize (Guangdong Division), CUMCM 2020
• Honorable Mention, MCM/ICM 2021

📖 Educations

University of Chinese Academy of Sciences (UCAS) 2023.09 – 2026.07 (Expected)

Institute of Software, CAS (ISCAS), State Key Laboratory of Computer Science M.E. in Computer Science (081200)

• GPA: 3.77 / 4.00

Guangdong University of Technology (GDUT) 2019.09 – 2023.06

School of Computer Science and Technology B.E. in Computer Science and Technology (080901)

• GPA: 3.99 / 5.00 (Top 5%)
• Honors & Awards:
  • Outstanding Undergraduate Graduate 2023
  • Innovation Award for Undergraduate Graduation Thesis 2023
  • Postgraduate Recommendation (Admission Test Waiver / 保研) 2022
  • First-Class Scholarship for Outstanding Undergraduate Students 2020 – 2022