Tianmin Shu
29 papers · 2015–2026 · 11 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (53) π Conference Polyglot Β· Gold π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Deep Specialist
(12)
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Keyword Champion
(3)
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Triple Crown
π₯
Mega-Team Β· Squad
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Conference Pioneer
π₯
Unstoppable Β· Silver
β
The Questioner
(2)
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(7)
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Trend Setter
ποΈ
Keyword Collector
(144)
Venues
Top co-authors
Research topics
Artificial Intelligence
(25)
Core AI
(24)
Machine Learning
(11)
Reinforcement Learning
(10)
Learning Types Β· Machine Learning
(7)
Deep Learning
(6)
Methods
(6)
Computer Vision
(5)
Applications
(4)
Optimization & Theory
(4)
Natural Language Processing
(3)
Analysis
(3)
Bayesian & Probabilistic
(3)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Keywords
multi-agent system
(6)
large language model
(4)
embodied agent
(3)
bayesian inverse planning
(3)
video understanding
(3)
social perception
(3)
reinforcement learning
(3)
theory of mind
(3)
human activity recognition
(2)
social interaction
(2)
vision-language model
(2)
world model
(2)
inverse planning
(2)
imitation learning
(2)
multimodal learning
(2)
markov decision process
(2)
generative model
(2)
multi-agent reinforcement learning
(2)
cooperative planning
(2)
prompt engineering
(1)
Papers
RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users
AAAI 2026
COMBO: Compositional World Models for Embodied Multi-Agent Cooperation
ICLR 2025
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation
ACL 2025
GenEx: Generating an Explorable World
ICLR 2025
MuMA-ToM: Multi-modal Multi-Agent Theory of Mind
AAAI 2025
PartInstruct: Part-level Instruction Following for Fine-grained Robot Manipulation
RSS 2025
Building Cooperative Embodied Agents Modularly with Large Language Models
ICLR 2024
Constrained Human-AI Cooperation: An Inclusive Embodied Social Intelligence Challenge
NeurIPS 2024
Few-Shot Task Learning through Inverse Generative Modeling
NeurIPS 2024
MMToM-QA: Multimodal Theory of Mind Question Answering
ACL 2024
Neural Amortized Inference for Nested Multi-Agent Reasoning
AAAI 2024
Pragmatic Feature Preferences: Learning Reward-Relevant Preferences from Human Input
ICML 2024
Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation
ICML 2023
Language Models Meet World Models: Embodied Experiences Enhance Language Models
NeurIPS 2023
Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning
ICLR 2023
Zero-Shot Linear Combinations of Grounded Social Interactions with Linear Social MDPs
AAAI 2023
Discovering Generalizable Spatial Goal Representations via Graph-based Active Reward Learning
ICML 2022
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
EMNLP 2022
AGENT: A Benchmark for Core Psychological Reasoning
ICML 2021
PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception
AAAI 2021
Social Interactions as Recursive MDPs
CoRL 2021
Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration
ICLR 2021
Active Visual Information Gathering for Vision-Language Navigation
ECCV 2020
M^3RL: Mind-aware Multi-agent Management Reinforcement Learning
ICLR 2019
Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning
ICLR 2018
Where and Why Are They Looking? Jointly Inferring Human Attention and Intentions in Complex Tasks
CVPR 2018
CERN: Confidence-Energy Recurrent Network for Group Activity Recognition
CVPR 2017
Learning Social Affordance for Human-Robot Interaction
IJCAI 2016
Joint Inference of Groups, Events and Human Roles in Aerial Videos
CVPR 2015