Develops AI and computational biology models, currently graph neural networks, to understand disease complexity for personalised and precision medicine.
Medical imaging & healthcare AI
Genomics & computational biology
Graph learning
2026Autohformer: Efficient Hierarchical Autoregressive Transformer for Time Series PredictionICDE
2026Fast and Interpretable Protein Substructure Alignment via Optimal TransportICLR
47 T1 · 167 papers · Group size not listed · 43 alumni
GBCambridgeEngineering - Information Engineering Division
Combines control theory and formal verification to provide formal guarantees for increasingly complex AI agents, drawing on decision theory, logic and…
Learning theory & optimization
Reasoning & neuro-symbolic AI
Compilers & programming languages
2026Best-Effort Policies for Robust Markov Decision ProcessesAAAI
2026Efficient and Scalable Multi-Agent Traffic Signal Control via Mean-Field Approximation in Reinforcement LearningICCAD
35 T1 · 92 papers · Group size not listed
GBCambridgeEngineering - Information Engineering Division
Works on probabilistic machine learning and its use for weather and earth-system prediction, including the Aardvark Weather and Aurora foundation models.
Probabilistic & causal inference
Generative & foundation models
Large language models
2026Fresh in memory: Training-order recency is linearly encoded in language model activationsICLR
2026Graph Random Features for Scalable Gaussian ProcessesICLR
29 T1 · 41 papers · 10 members · 19 alumni
GBCambridgeEngineering - Information Engineering Division
Works on automatic speech recognition and speech synthesis, including low-resource speech processing and spoken language learning and assessment.
Speech recognition & spoken language
Speech synthesis & voice
Recognition, detection & segmentation
2026Detect, Attend and Extract: Keyword Guided Target Speaker ExtractionIJCAI/ECAI
2026Towards Self-Referential Analytic Assessment: A Profile-Based Approach to L2 Writing Evaluation with LLMsBEA
26 T1 · 55 papers · Group size not listed
GBCambridgeTheoretical and Applied Linguistics (Faculty of Modern and Medieval Languages and Linguistics)
Nigel CollierProfessor of Natural Language Processing
Studies how to understand, align and evaluate large language models, particularly when they act within autonomous and agentic systems.
Large language models
Multilingual, translation & linguistics
Learning theory & optimization
2026Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition BottleneckACL
2026LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form GenerationACL
25 T1 · 43 papers · 9 members · 12 alumni
GBCambridgeComputer Science and Technology
Amanda ProrokProfessor of Collective Intelligence and Robotics
Leads the Prorok Lab on multi-robot systems, learning coordination policies for robot collectives with applications to logistics, transport and robotic fleets.
Planning, control & multi-robot systems
2026Denoising Multi-Robot TrajectoriesT-RO
2026Events as Triggers for Behavioral Diversity in Multi-Agent Reinforcement LearningNeurIPS
23 T1 · 27 papers · 7 members · 10 alumni
GBCambridgeComputer Science and Technology
Andreas VlachosProfessor of Natural Language Processing and Machine Learning
Works on automated fact checking, dialogue modelling and imitation learning for NLP, and earlier on semantic parsing and information extraction.
Multilingual, translation & linguistics
Knowledge, QA & retrieval
Manipulation & robot learning
2026Ev2R: Evaluating Evidence Retrieval in Automated Fact-CheckingTACL
2026Jury Duty: Calibration and Orientation Failures in MLLM-as-a-Judge Under Cultural AmbiguityEMNLP
23 T1 · 51 papers · 9 members · 56 alumni
GBCambridgeTheoretical and Applied Linguistics (Faculty of Modern and Medieval Languages and Linguistics)
Anna KorhonenProfessor of Natural Language Processing
Works on natural language processing and human-inspired AI, including multilingual language understanding, and directs the Centre for Human-Inspired…
Multilingual, translation & linguistics
Learning theory & optimization
2026Multi-Agent Design: Optimizing Agents with Better Prompts and TopologiesICLR
2026Visual Planning: Let's Think Only with ImagesICLR
23 T1 · 60 papers · 18 members · 22 alumni
GBCambridgeEngineering - Information Engineering Division
Shangzhe WuUniversity Assistant Professor in Machine Intelligence
Builds data-driven methods for modelling the dynamic 3D world from images, videos and audio, at the intersection of 3D computer vision, graphics and…
3D vision & neural rendering
Video understanding
Generative & foundation models
2026Articraft: An Agentic System for Scalable Articulated 3D Asset GenerationNeurIPS
2026Choreographing a World of Dynamic ObjectsCVPR
21 T1 · 27 papers · 4 members
GBCambridgeEngineering - Information Engineering Division
Works on speech and language processing, including statistical machine translation and task-oriented dialogue understanding.
Multimodal & grounded language
Multilingual, translation & linguistics
Speech recognition & spoken language
2026Benchmarking Deflection and Hallucination in Large Vision-Language ModelsACL
2026ExPO-HM: Learning to Explain-then-Detect for Hateful Meme DetectionICLR
18 T1 · 26 papers · 4 members · 61 alumni
GBCambridgeComputer Science and Technology
Hatice GunesFull Professor of Affective Intelligence and Robotics
Leads the AFAR Lab on affective computing and social signal processing, building socio-emotionally intelligent social robots and adaptive human-robot…
Social computing & responsible AI
Human-robot interaction & assistive robots
Affective & health speech
2026Graph in Graph Neural NetworkIJCV
2026Reimagining Social Robots as Recommender Systems: Foundations, Framework, and ApplicationsHRI
18 T1 · 76 papers · 7 members · 11 alumni
GBCambridgeEngineering - Information Engineering Division
Ayush TewariUniversity Assistant Professor in Machine Intelligence
Works on visual perception and world modelling, turning images and video into 3D representations that support reconstruction, editing, reasoning and planning.
3D vision & neural rendering
Recognition, detection & segmentation
Robot perception & SLAM
2026Faster 3D Gaussian Splatting Convergence via Structure-Aware DensificationSIGGRAPH
Leads the Core Lab on algorithms and systems in computer graphics, vision and machine learning that build digital representations of the world, such as neural…
Rendering & appearance
Generative 3D & visual content
3D vision & neural rendering
2026Features Emerge as Discrete States: The First Application of SAEs to 3D RepresentationsICLR
2026Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular VideosNeurIPS
Develops human-like AI that combines automated reasoning with machine learning to make AI systems explainable, applied to personalised medicine and tutoring…
Studies mobile and wearable systems and learning from their data offline and on device, with mobile health applications such as cough and cardiac sensing.
Medical imaging & healthcare AI
2026A Robust In-Ear Audio System for Nutrition-focused Food ClassificationSenSys
2026Beyond Hearing: Learning Task-agnostic ExG Representations from Earphones via Physiology-informed TokenizationICLR
Directs the Aspirational Computing Lab on human-computer interaction with voice assistants, social robots and other agents, including how people perceive…
Interfaces & interaction techniques
Human-AI collaboration & trust
Human-robot interaction & assistive robots
2026Access Over Deception: Fighting Deceptive Patterns through AccessibilityCHI
2026Amend copyright licences to halt AI misuse and reassert human controlNature
12 T1 · 50 papers · 6 members · 13 alumni
GBCambridgeEngineering - Information Engineering Division
Designs intelligent interactive systems, including AI-assisted text entry, augmentative and alternative communication and virtual and augmented reality…
Interfaces & interaction techniques
Signal processing & information theory
VR, AR & immersive media
2026Assessing the readiness of augmented reality for industrial assembly: a deployment study comparing immersive and non-immersive solutionsVR
2026Firewalls to secure dynamic LLM agentic networksTMLR