US Georgia TechSchool of Computational Science and Engineering Dec 15
Chao Zhang Edenfield Early-Career Associate Professor Researches label-efficient text mining, knowledge extraction and natural language processing with large language models.
2026 MLE-Smith: Scaling MLE Tasks with Automated Multi-agent Pipeline ICLR 2026 Towards Diverse Scientific Hypothesis Search with Large Language Models ICML 51 T166 papers9 members9 alumniUS Georgia TechSchool of Interactive Computing Dec 15
Works on computer vision and generative models, including image editing and efficient multimodal AI systems.
2026 DuoGen: Towards Autonomous Interleaved Multimodal Generation CVPR 2026 MapReduce LoRA: Advancing the Pareto Front in Multi-Preference Optimization for Generative Models CVPR 48 T177 papers14 membersUS Georgia TechSchool of Electrical and Computer Engineering Dec 15
Designs hardware accelerators and interconnection networks for machine learning.
2026 Compositional AI Beyond LLMs: System Implications of Neuro-Symbolic-Probabilistic Architectures ASPLOS 2026 Demystifying AI Platform Design for Distributed Inference of Next-Generation LLM Models ICCAD 43 T187 papersGroup size not listed US Georgia TechElectrical and Computer Engineering Dec 15
Pan Li Associate Professor Studies machine learning on graphs, including geometric deep learning for science and graph methods for trustworthy LLMs.
2026 ∇-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Latent Space ICLR 2026 How Can State Space Models Enhance Machine Learning on Graphs? TPAMI 41 T160 papers7 members20 alumniUS Georgia TechSchool of Interactive Computing Dec 15
Animesh Garg Stephen Fleming Early Career Asisstant Professor Leads the PAIR group on generalizable robot autonomy through representation, reinforcement and imitation learning.
2026 AMPLIFY: Actionless Motion Priors for Robot Learning from Videos ICRA 2026 An Empirical Study of Data-Loading Bottlenecks (and Non-Bottlenecks) in Robotic Imitation Learning CoRL 40 T152 papers16 members53 alumniUS Georgia TechSchool of Interactive Computing Dec 15
Studies natural language processing and information extraction with minimal supervision, including from social media.
2026 Camellia: Benchmarking Cultural Biases in LLMs for Asian Languages EMNLP 2026 Do Vision-Language Models Respect Contextual Integrity in Location Disclosure? ICLR 36 T145 papers10 members8 alumniUS Georgia TechSchool of Computer Science Dec 15
Leads the EIC Lab on efficient machine learning through co-design of algorithms, accelerators and chips.
2025 A Unified Accelerator for Real-Time Rendering Across Diverse Neural Renderers HPCA 2025 Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient Training CVPR 36 T145 papers9 members15 alumniUS Georgia TechSchool of Interactive Computing Dec 15
Bo Zhu Associate Professor Develops physics simulation algorithms for fluids and scientific machine learning for computational design.
2026 A Few-Step Generative Model on Cumulative Flow Maps TOG 2026 Audible World Models: Spatially Aware Sound Generation for 3D Worlds NeurIPS 34 T148 papers8 members49 alumniUS Georgia TechSchool of Interactive Computing Dec 15
Leads the GLAMOR Lab on grounding language in perception and robot actions.
2026 Auditing Multi-Agent LLM Reasoning Trees Outperforms Majority Vote and LLM-as-Judge EMNLP 2026 Believing without Seeing: Quality Scores for Contextualizing Vision-Language Model Explanations ACL 32 T162 papersGroup size not listed US Georgia TechSchool of Interactive Computing Dec 15
Sehoon Ha Associate Professor Combines physics-based animation and deep reinforcement learning for legged robot control and computational robot design.
2026 A Design Co-Pilot for Task-Tailored Manipulators IJRR 2026 FiLM-Nav: Efficient and Generalizable Navigation via VLM Fine-tuning ICRA 30 T151 papers14 members21 alumniUS Georgia TechSchool of Interactive Computing Dec 15
Wei Xu Associate Professor Studies natural language processing, including text generation, stylistics, information extraction and writing assistance.
2026 Camellia: Benchmarking Cultural Biases in LLMs for Asian Languages EMNLP 2026 Do Vision-Language Models Respect Contextual Integrity in Location Disclosure? ICLR 30 T138 papers13 members14 alumniUS Georgia TechSchool of Industrial and Systems Engineering Dec 15
Studies trustworthy AI for robotics and autonomous systems.
2026 AutoFocus-IL: VLM-based Saliency Maps for Data-Efficient Visual Imitation Learning without Extra Human Annotation ICRA 2026 CommCP: Efficient Multi-Agent Coordination via LLM-Based Communication with Conformal Prediction ICRA 29 T144 papers9 members30 alumniUS Georgia TechElectrical and Computer Engineering Dec 15
Researches speech recognition and deep learning for speech and audio signal processing.
2025 An Explicit Consistency-Preserving Loss Function for Phase Reconstruction and Speech Enhancement ICASSP 2025 The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Interspeech 24 T140 papersGroup size not listed US Georgia TechSchool of Computational Science and Engineering Dec 15
B. Aditya Prakash Professor, Associate Chair for Academic Affairs Develops data mining and machine learning for networks and sequences, with applications to epidemic forecasting.
2026 AHA: Scalable Alternative History Analysis for Operational Timeseries Applications KDD 2026 Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE ICLR 23 T137 papers12 members8 alumniUS Georgia TechSchool of Interactive Computing Dec 15
Danfei Xu Assistant Professor Develops robot learning methods such as imitation and reinforcement learning for physical autonomy in human environments.
2026 Compositional Visual Planning via Inference-Time Diffusion Scaling ICLR 2026 EgoVerse: An Egocentric Human Dataset for Robot Learning from Around the World RSS 23 T135 papers19 members14 alumniUS Georgia TechSchool of Mechanical Engineering Dec 15
Ye Zhao Assistant Professor Directs the LIDAR lab on legged locomotion planning and control for humanoid robots.
2026 ACLM: ADMM-Based Distributed Model Predictive Control for Collaborative Loco-Manipulation IROS 2026 Probabilistically-Safe Bipedal Navigation over Uncertain Terrain via Conformal Prediction and Contraction Analysis ICRA 20 T146 papers24 members63 alumniUS Georgia TechSchool of Computational Science and Engineering Dec 15
Anqi Wu Edenfield Early-Career Assistant Professor Develops probabilistic latent variable models for neural and behavioral data in computational neuroscience.
2026 A Disentangled Low-Rank RNN Framework for Uncovering Neural Connectivity and Dynamics ICML 2026 A Hitchhiker's Guide to Poisson Gradient Estimation ICML 19 T121 papers6 members13 alumniUS Georgia TechSchool of Interactive Computing Dec 15
Uses computational social science and language analysis of social media to reason about mental health and well-being.
2026 (Re)mediators of Epistemic Injustice: Generative AI and Hermeneutic Resource Provision in Intimate Partner Violence In Proceedings of the Conference on Human Factors in Computing Systems. CHI , to appear 2026 Adverse Mental Health Events As a Trigger for Online Harassment: Evidence from Online Conversations of Youth Experiencing Psychiatric Hospitalizations In Proceedings of the International AAAI Conference on Web and Social Media, ICWSM , to appear 19 T176 papers23 members129 alumniUS Georgia TechSchool of Computer Science Dec 15
Abhishek Shetty Catherine M. and James E. Allchin Early-Career Assistant Professor Studies learning theory at the intersection of machine learning, theoretical computer science and statistics, including smoothed online learning and data…
2026 An Empirical Bayes Perspective on Heteroskedastic Mean Estimation COLT 2026 Characterizing Online and Private Learnability under Distributional Constraints via Generalized Smoothness COLT 18 T123 papersGroup size not listed US Georgia TechSchool of Interactive Computing Dec 15
Studies machine learning for perception and robotics, including continual learning, semi-supervised learning and multi-sensor fusion.
2026 FindingDory: A Benchmark to Evaluate Memory in Embodied Agents ECCV 2026 Let's Think in Two Steps: Mitigating Agreement Bias in MLLMs with Self-Grounded Verification ICLR 18 T154 papers20 members47 alumni