Shengyu Feng
9 papers · 2020–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) π Academic Marathon (5) π Renaissance Researcher (7) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(18)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Grand Slam
Conferences
AAAI (2)
ICLR (2)
ACL (1)
EMNLP (1)
ICML (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
reinforcement learning
(3)
large language model
(2)
imitation learning
(2)
video understanding
(2)
attention mechanism
(1)
multimodal learning
(1)
visual grounding
(1)
object tracking
(1)
instruction following
(1)
scene graph
(1)
branch and bound
(1)
event coreference
(1)
dynamic scene
(1)
sparse reward
(1)
reward shaping
(1)
mixed integer linear programming
(1)
self-imitation learning
(1)
rubric-based evaluation
(1)
unsupervised model
(1)
suboptimal demonstration
(1)
Papers
AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following
ACL 2026
CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization
AAAI 2026
Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo
ICLR 2025
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch
AAAI 2025
Regularized Langevin Dynamics for Combinatorial Optimization
ICML 2025
Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs
WACV 2023
Coreference by Appearance: Visually Grounded Event Coreference Resolution
EMNLP 2021
Batch Reinforcement Learning Through Continuation Method
ICLR 2021
Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards
NIPS 2020