Xiaocheng Li
15 papers · 2020–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (7)
🏃
Academic Marathon
(5)
🧭
Keyword Pioneer
🏆
Keyword Champion
🗃️
Keyword Collector
(66)
💎
Century Club
(15)
🔥
Unstoppable
(6)
❓
The Questioner
(2)
Conferences
NIPS (5)
ICML (3)
UAI (2)
ACL (1)
AISTATS (1)
EMNLP (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
resource allocation
(3)
natural language understanding
(2)
language model
(2)
regret bound
(2)
commonsense knowledge
(2)
uncertainty quantification
(2)
online algorithm
(2)
self-supervised learning
(1)
probing analysis
(1)
conformal prediction
(1)
semantic knowledge
(1)
bayesian estimation
(1)
linear programming
(1)
quantile estimation
(1)
parameter estimation
(1)
distributionally robust optimization
(1)
parameter recovery
(1)
primal-dual optimization
(1)
surrogate loss
(1)
online convex optimization
(1)
Papers
Out-of-distribution Robust Optimization
UAI 2025
Collaborative Prediction: To Join or To Disjoin Datasets
UAI 2025
Reward Modeling with Ordinal Feedback: Wisdom of the Crowd
ICML 2025
When No-Rejection Learning is Consistent for Regression with Rejection
AISTATS 2024
Learning to Make Adherence-aware Advice
ICLR 2024
Maximum Optimality Margin: A Unified Approach for Contextual Linear Programming and Inverse Linear Programming
ICML 2023
Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods
NIPS 2023
Predict-then-Calibrate: A New Perspective of Robust Contextual LP
NIPS 2023
Learning from Stochastically Revealed Preference
NIPS 2022
Non-stationary Bandits with Knapsacks
NIPS 2022
The Symmetry between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks
ICML 2021
When Do You Need Billions of Words of Pretraining Data?
IJCNLP 2021
When Do You Need Billions of Words of Pretraining Data?
ACL 2021
Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually)
EMNLP 2020
Simple and Fast Algorithm for Binary Integer and Online Linear Programming
NIPS 2020