Publications

Google Scholar Profile

Journal Articles

1. T. Molom-Ochir, B. Taylor, H. Li, Y. Chen.
   "Advancements in Content-Addressable Memory (CAM) Circuits: State-of-the-Art, Applications, and Future Directions in the AI Domain."
   IEEE Transactions on Circuits and Systems I (TCAS-I), 2025.
   

2. Y. Chen, C. Guo, Y. He, M. Ma, T. Molom-Ochir, N. Ramos, H. Shan, C. Wei, H. Li.
   "Circuits to Systems: Co-Designing Efficient AI Hardware."
   IEEE Design & Test, 2025.
   

3. C. Guo, F. Cheng, Z. Du, J. Kiessling, J. Ku, S. Li, Z. Li, M. Ma, T. Molom-Ochir, B. Morris, H. Shan, J. Sun, Y. Wang, C. Wei, X. Wu, Y. Wu, H. F. Yang, J. Zhang, J. Zhang, Q. Zheng, G. Zhou, H. Li, Y. Chen.
   "A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models."
   IEEE Circuits and Systems Magazine, 2024.
   

4. T. Molom-Ochir, R. J. Twiggs, T. G. Pannuti.
   "MARCo: Solar Powered Autonomous Robotic Unmanned Surface Vehicle."
   Journal of Undergraduate Research (JUR), 2021.
   

Conference Proceedings

Top Architecture Venues (HPCA/ISCA/MICRO/DAC)

1. B. Morris, T. Molom-Ochir, B. Sweezy, C. Zhou, A. Jones, H. Li, Y. Chen.
   "NP-CAM: Efficient and Scalable DNA Classification using NoC-Partitioned CAM Architectures."
   IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2025. [Accepted]
   

Circuits & Systems

1. T. Kawakami, T. Molom-Ochir, X. Zhuang, J. Yang, T. Roy, H. Li, Y. Chen.
   "DirectGeMM: Eliminating the GeMV Bottleneck in Analog In-Memory Computing."
   IEEE International Symposium on Circuits and Systems (ISCAS), 2025. (Under Review)
   

2. T. Molom-Ochir, B. Taylor, H. Li, Y. Chen.
   "MonoSparse-CAM: Efficient Tree Model Processing via Monotonicity and Sparsity in CAMs."
   IEEE International Symposium on Circuits and Systems (ISCAS), 2025.
   

3. T. Molom-Ochir, N. Saxena, J. Kim, Y. Chen, Z. Wang, M. Pajic, H. Li.
   "Efficient Neuro-Symbolic Policy using In-Memory Computing."
   International Conference on Neuro-Symbolic Systems, 2025.
   

Other Venues

1. X. Yang, P. Chen, T. Molom-Ochir, Y. Chen.
   "End-to-End Transformer Acceleration Through Processing-in-Memory Architectures."
   IEEE ICM, 2025. (Under Review)
   

2. P. M. Mammen, C. Zakaria, T. Molom-Ochir, A. Trivedi, P. Shenoy, R. Balan.
   "WiSleep: Scalable Sleep Monitoring and Analytics Using Passive WiFi Sensing."
   ACM Journal on Computing and Sustainable Societies, 2024.
   

3. T. Molom-Ochir, R. Shenoy.
   "Energy and Cost Considerations for GPU Accelerated AI Inference Workloads."
   IEEE MIT Undergraduate Research Technology Conference (URTC), 2021.
   

4. W. A. Hanafy, T. Molom-Ochir, R. Shenoy.
   "Design Considerations for Energy-efficient Inference on Edge Devices."
   ACM International Conference on Future Energy Systems (e-Energy), 2021.
   

5. E. Cecchet, A. Acharya, T. Molom-Ochir, A. Trivedi, P. Shenoy.
   "WiFiMon: A Mobility Analytics Platform for Building Occupancy Monitoring and Contact Tracing Using WiFi Sensing."
   ACM Conference on Embedded Networked Sensor Systems (SenSys), 2020.
   [Best Poster Award]
   

Preprints

1. T. Molom-Ochir, B. Morris, M. Horton, P. Liu, C. Wei, C. Guo, D. Fan, S. Wang, H. Li, Y. Chen.
   "CAMformer: Associative Memory is All You Need."
   arXiv preprint, 2025. [Code]
   

2. M. Horton, T. Molom-Ochir, P. Liu, B. Gopal, C. Wei, C. Guo, B. Taylor, D. Fan, S. Wang, H. Li, Y. Chen.
   "Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers."
   ARR, 2025. (Under Review)
   

Patents

• T. Molom-Ochir, A. Natarajan.
  "In-Memory Accelerator for Monte Carlo Tree Search."
  Hewlett Packard Enterprise, IDF-178803 (Patent Review Committee, October 2025).

On this page, name "Tergel Molom-Ochir" is shown in bold text.