Zhen Lin
12 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (7) π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (6) πΊοΈ Taxonomy Completionist (30)
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Renaissance Researcher
(7)
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Interdisciplinary Bridge
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Cross-Pollinator
(15)
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Topic Evolution
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Grand Slam
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Triple Crown
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Keyword Champion
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Keyword Collector
(54)
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Century Club
(11)
Conferences
NIPS (5)
ICML (2)
AAAI (1)
ACL (1)
EMNLP (1)
ICLR (1)
OSDI (1)
Top co-authors
Keywords
conformal prediction
(4)
uncertainty quantification
(3)
prediction interval
(2)
medical imaging
(1)
multi-label classification
(1)
time series
(1)
density estimation
(1)
natural language generation
(1)
question answering
(1)
text generation
(1)
kernel density estimation
(1)
confidence calibration
(1)
attention mechanism
(1)
covariate shift
(1)
performance optimization
(1)
fault tolerance
(1)
classification with rejection
(1)
deep learning model
(1)
convolutional neural network
(1)
risk management
(1)
Papers
AutoFigure-Edit: Generating Editable Scientific Illustrations via Reference-Guided Styling
ACL 2026
Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation
EMNLP 2024
Certifiably Byzantine-Robust Federated Conformal Prediction
ICML 2024
Nomad: Non-Exclusive Memory Tiering via Transactional Page Migration
OSDI 2024
CoDrug: Conformal Drug Property Prediction with Density Estimation under Covariate Shift
NIPS 2023
Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks
ICLR 2023
Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control
ICML 2023
Conformal Prediction with Temporal Quantile Adjustments
NIPS 2022
SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models
AAAI 2022
Locally Valid and Discriminative Prediction Intervals for Deep Learning Models
NIPS 2021
In-Place Zero-Space Memory Protection for CNN
NIPS 2019
ClebschβGordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network
NIPS 2018