Sirui Chen
12 papers · 2024–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (10) π Renaissance Researcher (10) πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer π Interdisciplinary Bridge
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Conference Polyglot
(7)
ποΈ
Keyword Collector
(51)
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Prolific Year
(7)
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Century Club
(10)
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The Questioner
Conferences
ACL (3)
AAAI (2)
EMNLP (2)
RSS (2)
CORL (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
large language model
(3)
language model
(2)
multi-agent reinforcement learning
(1)
benchmark evaluation
(1)
causal reasoning
(1)
grasp planning
(1)
preference optimization
(1)
sparse reward
(1)
empirical study
(1)
model interpretability
(1)
robot manipulation
(1)
monte carlo tree search
(1)
cognitive modeling
(1)
multimodal large language model
(1)
reinforcement learning
(1)
evaluation benchmark
(1)
credit assignment
(1)
retrieval-augmented generation
(1)
multimodal understanding
(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
From Imitation to Introspection: Probing Self-Consciousness in Language Models
ACL 2025
PreGenie: An Agentic Framework for High-quality Visual Presentation Generation
EMNLP 2025
Hand-Eye Autonomous Delivery: Learning Humanoid Navigation, Locomotion and Reaching
CORL 2025
Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension ability
ICLR 2025
WorldScore: A Unified Evaluation Benchmark for World Generation
ICCV 2025
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search
ACL 2025
GeoDEx: A Unified Geometric Framework for Tactile Dexterous and Extrinsic Manipulation under Force Uncertainty
RSS 2025
STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning
AAAI 2024
CLEAR: Can Language Models Really Understand Causal Graphs?
EMNLP 2024
SpringGrasp: Synthesizing Compliant, Dexterous Grasps under Shape Uncertainty
RSS 2024