Lisha Chen
13 papers · 2013–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (12) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (9)
🏃
Academic Marathon
(12)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(9)
🔥
Unstoppable
(5)
💎
Century Club
(13)
❓
The Questioner
🗃️
Keyword Collector
(55)
Conferences
NIPS (4)
ICML (2)
JMLR (2)
AAAI (1)
AISTATS (1)
ICCV (1)
IJCAI (1)
INTERSPEECH (1)
Top co-authors
Keywords
population risk
(2)
model-agnostic meta learning
(2)
multi-objective optimization
(2)
multi-objective learning
(2)
gradient descent
(2)
few-shot learning
(2)
generalization performance
(2)
conflict avoidance
(2)
bilevel optimization
(2)
sharpness-aware minimization
(1)
face alignment
(1)
structured prediction
(1)
algorithmic stability
(1)
linear regression
(1)
facial landmark detection
(1)
constrained optimization
(1)
bayesian inference
(1)
posterior predictive
(1)
theoretical analysis
(1)
kernel density estimation
(1)
Papers
Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance
ICML 2025
M2ASR: Multilingual Multi-task Automatic Speech Recognition via Multi-objective Optimization
INTERSPEECH 2024
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance
JMLR 2024
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning
NIPS 2024
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance
NIPS 2023
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably?
AISTATS 2022
Understanding Benign Overfitting in Gradient-Based Meta Learning
NIPS 2022
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning
ICML 2022
Uncertain Graph Neural Networks for Facial Action Unit Detection
AAAI 2021
Face Alignment With Kernel Density Deep Neural Network
ICCV 2019
Deep Structured Prediction for Facial Landmark Detection
NIPS 2019
Embodied Conversational AI Agents in a Multi-modal Multi-agent Competitive Dialogue
IJCAI 2019
Stress Functions for Nonlinear Dimension Reduction, Proximity Analysis, and Graph Drawing
JMLR 2013