Publications

Google Scholar Profile

Name "Tergel Molom-Ochir" is shown in bold.

Selected First-Author Publications

Associative memory and in-memory hardware.

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."
   IEEE Transactions on Circuits and Systems I (TCAS-I), 2026.
   [arXiv]

2. 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.
   

3. 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.
   [arXiv]

4. 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.
   

Collaborative Publications

Hardware and in-memory computing.

1. V. Ravichandran, Y. Huang, B. Flannery, T. Molom-Ochir, T. Maurer, S. Asapu, A. Abdel-Maksoud, N. Heermance, R. Yoo, J. Tackie, A. Guo, J. Yang, Q. Xia.
   "Memristive Cellular Neural Networks for Ultrafast In-Pixel Computing."
   Nature Electronics, 2026.
   

2. 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), 2026.
   

3. X. Yang, P. Chen, T. Molom-Ochir, Y. Chen.
   "End-to-End Transformer Acceleration Through Processing-in-Memory Architectures."
   37th International Conference on Microelectronics (ICM), 2025.
   [arXiv]

4. 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.
   

5. 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."
   32nd IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2025.
   

6. 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."
   arXiv, 2025.
   [arXiv]

7. 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.
   [arXiv]

Patents

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

Earlier Work