Siqi Zhang
10 papers · 2020–2025 · 8 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π Interdisciplinary Bridge π Cross-Pollinator (9) π Renaissance Researcher (5) π§ Keyword Pioneer
π
Conference Polyglot
(8)
π
Academic Marathon
(5)
π
Century Club
(10)
β‘
Prolific Year
(5)
Conferences
AISTATS (2)
NIPS (2)
ACL (1)
ICCV (1)
ICLR (1)
ICML (1)
UAI (1)
WACV (1)
Top co-authors
Keywords
minimax optimization
(3)
nonconvex optimization
(2)
stochastic optimization
(2)
vision-and-language navigation
(2)
convex optimization
(1)
natural language processing
(1)
sample complexity
(1)
uniform convergence
(1)
gradient descent
(1)
gradient-based method
(1)
variance reduction
(1)
complexity bound
(1)
generalization bound
(1)
state-space model
(1)
bias mitigation
(1)
multi-modal large language model
(1)
gradient-based algorithm
(1)
computational cost
(1)
stochastic gradient descent ascent
(1)
cross-modal interaction
(1)
Papers
GroundingMate: Aiding Object Grounding for Goal-Oriented Vision-and-Language Navigation
WACV 2025
Disentangling Biased Representations: A Causal Intervention Framework for Fairer NLP Models
ACL 2025
Enhanced Adaptive Gradient Algorithms for Nonconvex-PL Minimax Optimization
AISTATS 2025
COSMO: Combination of Selective Memorization for Low-cost Vision-and-Language Navigation
ICCV 2025
Generalized Smooth Bilevel Optimization with Nonconvex Lower-Level
ICML 2025
Communication-Efficient Gradient Descent-Accent Methods for Distributed Variational Inequalities: Unified Analysis and Local Updates
ICLR 2024
Generalization Bounds of Nonconvex-(Strongly)-Concave Stochastic Minimax Optimization
AISTATS 2024
The complexity of nonconvex-strongly-concave minimax optimization
UAI 2021
A Catalyst Framework for Minimax Optimization
NIPS 2020
Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning
NIPS 2020