Sirui Chen
13 papers · 2024–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird ποΈ Keyword Collector (68)
π
Renaissance Researcher
(8)
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(11)
Core AI
(11)
Deep Learning
(4)
Machine Learning
(4)
Reinforcement Learning
(3)
Learning Types
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Robotics
(2)
Applications
(2)
Capabilities
(2)
Generation
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Keywords
large language model
(3)
language model
(2)
preference optimization
(2)
multi-agent reinforcement learning
(1)
causal reasoning
(1)
grasp planning
(1)
benchmark evaluation
(1)
multimodal large language model
(1)
empirical study
(1)
visual reasoning
(1)
model interpretability
(1)
motion capture
(1)
second-order cone programming
(1)
robot manipulation
(1)
monte carlo tree search
(1)
cognitive modeling
(1)
reinforcement learning
(1)
sparse reward
(1)
evaluation benchmark
(1)
motion planning
(1)
Papers
DEPO: Dual-Efficiency Preference Optimization for LLM Agents
AAAI 2026
Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
ACL 2026
TiViBench: Benchmarking Think-in-Video Reasoning for Video Generation
CVPR 2026
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search
ACL 2025
Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension ability
ICLR 2025
From Imitation to Introspection: Probing Self-Consciousness in Language Models
ACL 2025
GeoDEx: A Unified Geometric Framework for Tactile Dexterous and Extrinsic Manipulation under Force Uncertainty
RSS 2025
Hand-Eye Autonomous Delivery: Learning Humanoid Navigation, Locomotion and Reaching
CoRL 2025
PreGenie: An Agentic Framework for High-quality Visual Presentation Generation
EMNLP 2025
WorldScore: A Unified Evaluation Benchmark for World Generation
ICCV 2025
CLEAR: Can Language Models Really Understand Causal Graphs?
EMNLP 2024
SpringGrasp: Synthesizing Compliant, Dexterous Grasps under Shape Uncertainty
RSS 2024
STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning
AAAI 2024