Xuanqing Liu
12 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (7) π Academic Marathon (7) π Conference Polyglot (7) πΊοΈ Taxonomy Completionist (21)
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Conference Polyglot
(7)
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Academic Marathon
(7)
π
Renaissance Researcher
(7)
π€
Dynamic Duo
(10)
β
The Questioner
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Conference Pioneer
π
Century Club
(12)
Conferences
NIPS (3)
CVPR (2)
ICLR (2)
ICML (2)
ECCV (1)
EMNLP (1)
NAACL (1)
Top co-authors
Keywords
adversarial attack
(3)
neural ordinary differential equation
(2)
semi-supervised learning
(1)
image generation
(1)
data poisoning
(1)
preference learning
(1)
neural machine translation
(1)
mahalanobis distance
(1)
supervised learning
(1)
multi-label classification
(1)
adversarial training
(1)
dialogue state tracking
(1)
intent detection
(1)
graph-based learning
(1)
variance reduction
(1)
knowledge distillation
(1)
linear convergence
(1)
adversarial robustness
(1)
dynamical system
(1)
metric learning
(1)
Papers
Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings
NAACL 2025
BPID: A Benchmark for Personal Identity Deduplication
EMNLP 2024
Label Disentanglement in Partition-based Extreme Multilabel Classification
NIPS 2021
Evaluations and Methods for Explanation through Robustness Analysis
ICLR 2021
Provably Robust Metric Learning
NIPS 2020
How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE Framework
CVPR 2020
Learning to Encode Position for Transformer with Continuous Dynamical Model
ICML 2020
Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network
ICLR 2019
Rob-GAN: Generator, Discriminator, and Adversarial Attacker
CVPR 2019
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning
NIPS 2019
Towards Robust Neural Networks via Random Self-ensemble
ECCV 2018
Fast Variance Reduction Method with Stochastic Batch Size
ICML 2018