Jiaye Lin
5 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
⭐
Rising Star
(5)
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(4)
Reinforcement Learning
(2)
Methods · Reinforcement Learning
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Machine Learning
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods · Data Science & Analytics
(1)
Systems
(1)
Keywords
policy optimization
(3)
large language model
(2)
reinforcement learning
(2)
importance sampling
(1)
time series forecasting
(1)
state transition
(1)
mixture of expert
(1)
credit assignment
(1)
dynamic bayesian network
(1)
probability mass
(1)
multi-scale transformer
(1)
temporal evolution
(1)
adaptive weighted fusion
(1)
probability gradient
(1)
gradient utilization
(1)
multi-turn optimization
(1)
internet topology monitoring
(1)
load-balancing response
(1)
transfer learning
(1)
anomaly detection
(1)
Papers
BayWatch: Practical Internet-Scale Topology Monitoring with Dynamic Bayesian Estimation
NSDI 2026
From log 𝜋 to 𝜋: Taming Divergence in Soft Clipping via Bilateral Decoupled Decay of Probability Gradient Weight
ACL 2026
MASPO: Unifying Gradient Utilization, Probability Mass, and Signal Reliability for Robust and Sample-Efficient LLM Reasoning
ACL 2026
Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for LLM Agent Training
ACL 2026
AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series Forecasting
IJCAI 2025