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The Artificial Intelligence and Machine Learning (AI/ML) research group in the Department of Electrical and Computer Engineering is at the forefront of advancing machine learning theory and applications. Our research spans fundamental topics such as machine learning theory, reinforcement learning, large language models, diffusion models, and efficient hardware-software co-design. We also explore cutting-edge applications of AI/ML in robotics, wireless communication systems, signal processing and compression, hardware security, chip design and optimization, communication networks, and biology. 

Through interdisciplinary collaborations and state-of-the-art innovations, our group is shaping the future of intelligent and autonomous systems. 

Faculty Members

Ulisses Braga-Neto

  • Professor, Electrical & Computer Engineering
Ulisses Braga-Neto

Prasad Enjeti

  • Professor, Electrical & Computer Engineering
  • Texas Instruments Jack Kilby Chair
Prasad Enjeti

Costas N. Georghiades

  • Interim Vice President for Research
  • Professor, Electrical & Computer Engineering
  • Delbert A. Whitaker Chair
  • Affiliated Faculty, Multidisciplinary Engineering
Costas N. Georghiades

I-Hong Hou

  • Professor, Electrical & Computer Engineering
I-Hong Hou

Jiang Hu

  • Co-Director of Graduate Programs
  • Professor, Electrical & Computer Engineering
  • Eric D. Rubin '06 Endowed Professorship
  • Affiliated Faculty, Computer Science & Engineering
Jiang Hu

Dileep Kalathil

  • Associate Professor, Electrical & Computer Engineering
  • Holleran-Bowman Faculty Fellow
  • Affiliated Faculty, Computer Science & Engineering
Dileep Kalathil

Sunil Khatri

  • Professor, Electrical & Computer Engineering
Sunil Khatri

P.R. Kumar

  • Professor, Electrical & Computer Engineering and Industrial & Systems Engineering
  • Regents Professor
  • Distinguished Professor
  • O’Donnell Foundation Chair I
  • Member, National Academy of Engineering
P.R. Kumar

Jeyavijayan "JV" Rajendran

  • Associate Professor, Electrical & Computer Engineering
  • ASCEND Fellow
Jeyavijayan "JV" Rajendran

B. Don Russell

  • Professor, Electrical & Computer Engineering
  • TEES Eminent Chair Professor
  • Harry E. Bovay, Jr. Chair
  • Engineering Research Chair Professor
  • Regents Professor
  • Member, National Academy of Engineering
B. Don Russell

Srinivas Shakkottai

  • Professor, Electrical & Computer Engineering
  • Affiliated Faculty, Computer Science and Engineering
Srinivas Shakkottai

Yang Shen

  • Associate Professor, Electrical & Computer Engineering
  • Affiliated Faculty, Computer Science and Engineering
Yang Shen

Erchin Serpedin

  • Professor, Electrical & Computer Engineering
Erchin Serpedin

Chao Tian

  • Associate Professor, Electrical & Computer Engineering
Chao Tian

Hamid A. Toliyat

  • Professor, Electrical & Computer Engineering
  • Robert Kennedy '26 Chair
Hamid A. Toliyat

Zixiang Xiong

  • Associate Department Head, Electrical & Computer Engineering
  • Professor, Electrical & Computer Engineering
  • Robert M. Kennedy '26 Endowed Professorship II
Zixiang Xiong

Suin Yi

  • Assistant Professor, Electrical & Computer Engineering
Suin Yi

Byung-Jun Yoon

  • Professor, Electrical & Computer Engineering
Byung-Jun Yoon