Zaiyi Chen
10 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (24) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🗃️
Keyword Collector
(59)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(9)
Optimization & Theory · Machine Learning
(9)
Mathematics & Optimization
(6)
Optimization
(6)
Deep Learning
(3)
Artificial Intelligence
(2)
Core AI · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Processing
(1)
Keywords
regret bound
(3)
non-convex optimization
(3)
stochastic gradient descent
(2)
stochastic optimization
(2)
stochastic gradient
(2)
large language model
(2)
continuous optimization
(1)
narrative understanding
(1)
online learning
(1)
video understanding
(1)
bandit feedback
(1)
efficient computing
(1)
convergence analysis
(1)
label noise
(1)
scene segmentation
(1)
multimodal learning
(1)
variance reduction
(1)
strong convexity
(1)
resource allocation
(1)
video generation
(1)
Papers
From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding
EMNLP 2025
In-Context Former: Lightning-fast Compressing Context for Large Language Model
EMNLP 2024
Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests
ICML 2023
Online Learning for Non-monotone DR-Submodular Maximization: From Full Information to Bandit Feedback
AISTATS 2023
Stochastic Continuous Submodular Maximization: Boosting via Non-oblivious Function
ICML 2022
Katalyst: Boosting Convex Katayusha for Non-Convex Problems with a Large Condition Number
ICML 2019
Symmetric Cross Entropy for Robust Learning With Noisy Labels
ICCV 2019
Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions
ICLR 2019
Fast Stochastic AUC Maximization with $O(1/n)$-Convergence Rate
ICML 2018
SADAGRAD: Strongly Adaptive Stochastic Gradient Methods
ICML 2018