Siqi Zhang
10 papers · 2020–2025 · 8 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 💎 Century Club · Bronze
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Prolific Year · Productive
Top co-authors
Research topics
Keywords
minimax optimization
(5)
stochastic optimization
(3)
vision-and-language navigation
(2)
non-convex optimization
(2)
gradient descent
(2)
sample complexity
(2)
uniform convergence
(1)
representation learning
(1)
federated learning
(1)
natural language processing
(1)
distributed learning
(1)
causal inference
(1)
variational inequality
(1)
variance reduction
(1)
gradient-based method
(1)
convex optimization
(1)
communication efficiency
(1)
complexity bound
(1)
generalization bound
(1)
information theory
(1)
Papers
COSMO: Combination of Selective Memorization for Low-cost Vision-and-Language Navigation
ICCV 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
Generalized Smooth Bilevel Optimization with Nonconvex Lower-Level
ICML 2025
GroundingMate: Aiding Object Grounding for Goal-Oriented Vision-and-Language Navigation
WACV 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
NeurIPS 2020
Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning
NeurIPS 2020