Siyu Lou
4 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(13)
Conferences
ICML (2)
ACL (1)
ICLR (1)
Top co-authors
Keywords
variational inference
(1)
game theory
(1)
explainable ai
(1)
feature attribution
(1)
efficient computing
(1)
deep neural network
(1)
model explanation
(1)
bayesian neural network
(1)
sparse attention
(1)
shapley value
(1)
long-context inference
(1)
concept encoding
(1)
adversarial vulnerability
(1)
complex concept
(1)
harsanyi interaction
(1)
Papers
RRAtention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context Inference
ACL 2026
Defining and extracting generalizable interaction primitives from DNNs
ICLR 2024
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation
ICML 2023
Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts
ICML 2023