I am recruiting multiple students to work with me on projects related to dependable AI for autonomous systems. Drop me a note (with your CV attached) if you are interested.
fortiss - Landesforschungsinstitut des Freistaats Bayern
Contact:
cheng(at)fortiss(dot)org
Experience:
Previously , I was a scientist in ABB Corporate Research Germany, working on projects related to intelligent production systems, cloud-related technologies for industrial automation (PaaS, IaaS), and the analysis of complex industrial software systems. I received my doctoral degree in CS from TU München, working on automatic control software synthesis for embedded systems.
Papers (DBLP) - Verification of binarized neural networks via inter-neuron factoring (draft)
- Maximum resilience of artificial neural networks [ATVA'17 (preprint)]
- autoCode4: Structural controller synthesis [TACAS'17 (preprint)]
- Structural synthesis for GXW specifications [CAV'16 (tech report) (video)]
- Compositional parameter synthesis [FM'16]
- Semantic degrees for Industrie 4.0 engineering [ESEC/FSE'15 (tech report)]
- Formal consistency checking over specifications in natural languages [DATE'15 (tech report) (slides)]
- G4LTL-ST: Automatic generation of PLC programs [CAV'14 (tech report) (video)]
- JBernstein: A validity checker for generalized
polynomial constraints [CAV'13 (preprint)]
- MGSyn: Automatic synthesis for industrial
automation [CAV'12 (preprint) (video1, video2) ]
- Algorithms for synthesizing priorities in component based systems [ATVA'11 (preprint)]
Informal tech writings on facebook (in traditional Chinese only): Psalms 62:7 - In God is my salvation and my glory: the rock of my strength, and my refuge, is in God. 詩篇 第六十二篇 7節 - 我的拯救、我的榮耀都在乎神；我力量的磐石、我的避難所都在乎神。 |
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