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Christopher D. ManningVerified faculty
Stanford University
Computer Science · Artificial Intelligence
Topic ModelingNatural Language Processing TechniquesSemantic Web and Ontologies
Recent: There is no free benchmark: An institutional view of legal AI benchmarking (2026)
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Kilian Q. WeinbergerVerified faculty
Cornell University
Computer Science · Artificial Intelligence
Advanced Neural Network ApplicationsTopic ModelingDomain Adaptation and Few-Shot Learning
Recent: Benchmark Datasets for Lead-Lag Forecasting on Social Platforms (2026)
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Xiangyu ZhangVerified faculty
Purdue University West Lafayette
Computer Science · Computer Vision and Pattern Recognition
Advanced Neural Network ApplicationsMultimodal Machine Learning ApplicationsAdversarial Robustness in Machine Learning
Recent: C10–C12 aromatics dominate ozone and secondary organic aerosol formation potential in emissions from printed circuit board manufacturing (2026)
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Alan YuilleVerified faculty
Johns Hopkins University
Computer Science · Computer Vision and Pattern Recognition
Advanced Neural Network ApplicationsMultimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot Learning
Recent: A comprehensive survey of AI agents in healthcare (2026)
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Luke ZettlemoyerVerified faculty
University of Washington
Computer Science · Artificial Intelligence
Topic ModelingNatural Language Processing TechniquesMultimodal Machine Learning Applications
Recent: Multimodal RewardBench 2: Evaluating Omni Reward Models for Interleaved Text and Image (2025)
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Tommi JaakkolaVerified faculty
Massachusetts Institute of Technology
Computer Science · Artificial Intelligence
Machine Learning in Materials ScienceComputational Drug Discovery MethodsTopic Modeling
Recent: AI-based methods for simulating, sampling, and predicting protein ensembles (2026)
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Percy LiangVerified faculty
Stanford University
Computer Science · Artificial Intelligence
Topic ModelingNatural Language Processing TechniquesMultimodal Machine Learning Applications
Recent: DecodingTrust-Agent Platform (DTap): A Controllable and Interactive Red-Teaming Platform for AI Agents (2026)
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Michael MaireVerified faculty
University of Chicago
Computer Science · Computer Vision and Pattern Recognition
Advanced Neural Network ApplicationsGenerative Adversarial Networks and Image Synthesis
Recent: HyperDiffusionFields (HyDiF): Diffusion-Guided Hypernetworks for Learning Implicit Molecular Neural Fields (2025)
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Bharath HariharanVerified faculty
Cornell University
Computer Science · Computer Vision and Pattern Recognition
Advanced Neural Network ApplicationsAdvanced Vision and ImagingDomain Adaptation and Few-Shot Learning
Recent: Color Bind: Exploring Color Perception in Text-to-Image Models (2026)
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Pat HanrahanVerified faculty
Stanford University
Computer Science · Computer Graphics and Computer-Aided Design
Computer Graphics and Visualization TechniquesParallel Computing and Optimization TechniquesData Visualization and Analytics
Recent: The Origins of GPU Computing (2026)
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Yann LeCunVerified faculty
New York University
Computer Science · Computer Vision and Pattern Recognition
Domain Adaptation and Few-Shot LearningNeural Networks and ApplicationsAdvanced Neural Network Applications
Recent: Advancing human-centric AI for robust X-ray analysis through holistic self-supervised learning (2026)
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Jiawei HanVerified faculty
University of Illinois Urbana-Champaign
Computer Science · Artificial Intelligence
Topic ModelingAdvanced Graph Neural NetworksNatural Language Processing Techniques
Recent: The Evolution of China's S&T Indicators: A Perspective of National Innovation Systems and Institutional Reconfiguration (2026)
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Mark HorowitzVerified faculty
Stanford University
Computer Science · Hardware and Architecture
Embedded Systems Design TechniquesParallel Computing and Optimization Techniques
Recent: A Probabilistic Perspective on Tiling Sparse Tensor Algebra (2025)
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Andrew Y. NgVerified faculty
Stanford University
Computer Science · Artificial Intelligence
Radiomics and Machine Learning in Medical ImagingTopic Modeling
Recent: Quasi‐convex surface subgroups in some one‐relator groups with torsion (2026)
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James A. SethianVerified faculty
University of California, Berkeley
Computer Science · Computational Mechanics
Medical Image Segmentation TechniquesAdvanced Numerical Methods in Computational MathematicsComputer Graphics and Visualization Techniques
Recent: Turning Immersive Viewers into Analytical Workspaces: ASCRIBE-XR and Agent-Driven Scientific Visualization (2026)
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Zhuowen TuVerified faculty
University of California San Diego
Computer Science · Computer Vision and Pattern Recognition
Domain Adaptation and Few-Shot LearningAdvanced Image and Video Retrieval TechniquesAdvanced Neural Network Applications
Recent: Goldfish: Monolingual Language Models for 350 Languages (2026)
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Joseph M. HellersteinVerified faculty
University of California, Berkeley
Computer Science · Computer Networks and Communications
Distributed systems and fault toleranceAdvanced Database Systems and Queries
Recent: Stageleft: Multi-stage Programming in Standard Rust (2026)
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Matthew J. O’MearaVerified faculty
University of Michigan
Computer Science · Molecular Biology
Antifungal resistance and susceptibilityComputational Drug Discovery Methods
Recent: spaCR: spatial phenotype analysis of CRISPR-Cas9 screens (2026)
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David KriegmanVerified faculty
University of California San Diego
Computer Science · Computer Vision and Pattern Recognition
Advanced Vision and ImagingComputer Graphics and Visualization TechniquesFace and Expression Recognition
Recent: Quantifying coral reef carbonate budgets: a comparison between ReefBudget and CoralNet (2025)
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Saining XieVerified faculty
New York University
Computer Science · Computer Vision and Pattern Recognition
Multimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot LearningGenerative Adversarial Networks and Image Synthesis
Recent: CLM: Removing the GPU Memory Barrier for 3D Gaussian Splatting (2026)
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Bolei ZhouVerified faculty
University of California, Los Angeles
Computer Science · Computer Vision and Pattern Recognition
Generative Adversarial Networks and Image SynthesisAdvanced Neural Network ApplicationsHuman Pose and Action Recognition
Recent: Experiment-free learning of exoskeleton assistance is not an unsolved problem (2026)
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Leonidas GuibasVerified faculty
Stanford University
Engineering · Computer Graphics and Computer-Aided Design
3D Shape Modeling and AnalysisAdvanced Vision and ImagingComputer Graphics and Visualization Techniques
Recent: MeshFlow: Mesh Generation with Equivariant Flow Matching (2026)
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Matei ZahariaVerified faculty
University of California, Berkeley
Computer Science · Information Systems
Topic ModelingCloud Computing and Resource ManagementAdvanced Data Storage Technologies
Recent: Let the Barbarians In: How AI Can Accelerate Systems Performance Research (2025)
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Georgia GkioxariVerified faculty
California Institute of Technology
Computer Science · Computer Vision and Pattern Recognition
Multimodal Machine Learning ApplicationsAdvanced Neural Network ApplicationsAdvanced Vision and Imaging
Recent: Clinician–Artificial Intelligence Collaboration for Mediterranean Meal-Plan Generation: Development, Technical Feasibility, and Professional Acceptability of the MAI-DIET Framework (2026)
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Dawn Xiaodong SongVerified faculty
University of California, Berkeley
Computer Science · Artificial Intelligence
Adversarial Robustness in Machine LearningPrivacy-Preserving Technologies in DataSecurity and Verification in Computing
Recent: A Hands-on Tutorial for Diffusion Language Models with dLLM (2026)
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Maxwell B. StinchcombeVerified faculty
The University of Texas at Austin
Economics, Econometrics and Finance · Economics and Econometrics
Neural Networks and ApplicationsEconomic theories and modelsGame Theory and Applications
Recent: All Games Have Equilibria (2026)
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Saul SternbergVerified faculty
University of Pennsylvania
Neuroscience · Cognitive Neuroscience
Neural and Behavioral Psychology StudiesFunctional Brain Connectivity StudiesNeural Networks and Applications
Recent: Psychometric functions from multiple responses (2026)
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Stuart L. SchreiberVerified faculty
Harvard University
Biochemistry, Genetics and Molecular Biology · Molecular Biology
Melanoma and MAPK PathwaysComputational Drug Discovery MethodsChemical Synthesis and Analysis
Recent: Discovery of molecular glues that bind FKBP12 and structurally distinct targets using DNA-encoded libraries (2026)
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James Andrew McCammonVerified faculty
University of California San Diego
Biochemistry, Genetics and Molecular Biology · Molecular Biology
Computational Drug Discovery MethodsProtein Structure and DynamicsRNA and protein synthesis mechanisms
Recent: The scientific legacy of Martin Karplus from the perspective of his collaborators (2026)
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Russ Biagio AltmanVerified faculty
Stanford University
Biochemistry, Genetics and Molecular Biology · Molecular Biology
Bioinformatics and Genomic NetworksComputational Drug Discovery MethodsBiomedical Text Mining and Ontologies
Recent: Homology-Based Variant-Effect Predictors Break Down on Cytochrome P450 Pharmacogenes * (2026)