Selected Publications

Listed below are selected publications to which I was a primary author. I also co-authored papers by CMS and ATLAS as a collaboration member. For the complete list see INSPIRE. Preprints at arXiv.

1. jBOT: Semantic Jet Representation Clustering Emerges from Self-Distillation
   2026
   Ho Fung Tsoi, Dylan Rankin
   manuscript submitted [arXiv:2601.11719]
2. Neuromorphic Cluster Counting
   2026
   Kam Wai Lai, Ho Fung Tsoi, Dylan Rankin
   manuscript in preparation
3. Anomaly Detection in the CMS Level-1 Trigger in Run 3
   2026
   CMS Collaboration
   manuscript in preparation
4. Performance of the ATLAS Tau Trigger in Run 3
   2026
   ATLAS Collaboration
   manuscript in preparation
5. SparsePixels: Efficient Convolution for Sparse Data on FPGAs
   2025
   Ho Fung Tsoi, Dylan Rankin, Vladimir Loncar, Philip Harris
   submitted to ACM Trans.Reconf.Tech.Syst. [arXiv:2512.06208]
6. hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware
   2025
   Jan-Frederik Schulte et al.
   submitted to ACM Trans.Reconf.Tech.Syst. [arXiv:2512.01463]
7. SymbolFit: Automatic Parametric Modeling with Symbolic Regression
   2024
   Ho Fung Tsoi, Dylan Rankin, Cecile Caillol, Miles Cranmer, Sridhara Dasu, Javier Duarte, Philip Harris, Elliot Lipeles, Vladimir Loncar
   Comput Softw Big Sci 9, 12 (2025) [arXiv:2411.09851]
8. SymbolNet: Neural Symbolic Regression with Adaptive Dynamic Pruning for Compression
   2024
   Ho Fung Tsoi, Vladimir Loncar, Sridhara Dasu, Philip Harris
   Mach. Learn.: Sci. Technol. 6, 015021 (2025) [arXiv:2401.09949]
9. Search for Exotic Decays of the Higgs Boson to a Pair of Pseudoscalars in the \(\mu\mu\)bb and \(\tau\tau\)bb Final States
   2024
   CMS Collaboration
   Eur. Phys. J. C 84, 493 (2024) [arXiv:2402.13358]
10. Symbolic Regression on FPGAs for Fast Machine Learning Inference
    2023
    Ho Fung Tsoi, Adrian Alan Pol, Vladimir Loncar, Ekaterina Govorkova, Miles Cranmer, Sridhara Dasu, Peter Elmer, Philip Harris, Isobel Ojalvo, Maurizio Pierini
    EPJ Web of Conferences 295, 09036 (2024) [arXiv:2305.04099]
11. The Phase-2 Upgrade of the CMS Data Acquisition and High Level Trigger
    2021
    CMS Collaboration
    CMS Technical Design Report (2021), CERN-LHCC-2021-007, CMS-TDR-022