Dandan Guo
13 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (7) πΊοΈ Taxonomy Completionist (33)
π
Conference Polyglot
(6)
π
Academic Marathon
(7)
π
Renaissance Researcher
(6)
π
Grand Slam
π
Century Club
(11)
ποΈ
Keyword Collector
(59)
π
Conference Pioneer
Conferences
NIPS (4)
CVPR (3)
ACL (2)
AAAI (1)
EMNLP (1)
ICLR (1)
ICML (1)
Top co-authors
Research topics
Keywords
optimal transport
(5)
markov chain monte carlo
(2)
domain adaptation
(2)
data augmentation
(2)
transfer learning
(2)
cross-domain learning
(1)
named entity recognition
(1)
image classification
(1)
preference learning
(1)
reinforcement learning from human feedback
(1)
variational inference
(1)
model calibration
(1)
out-of-distribution generalization
(1)
autoregressive generation
(1)
prompt learning
(1)
hierarchical learning
(1)
class imbalance
(1)
safety alignment
(1)
few-shot learning
(1)
unsupervised learning
(1)
Papers
PDR: A Plug-and-Play Positional Decay Framework for LLM Pre-training Data Detection
ACL 2026
Safeguarding LLM Fine-tuning via Push-Pull Distributional Alignment
ACL 2026
Beyond Words: Augmenting Discriminative Richness via Diffusions in Unsupervised Prompt Learning
CVPR 2025
FedAWA: Adaptive Optimization of Aggregation Weights in Federated Learning Using Client Vectors
CVPR 2025
Balancing Two Classifiers via A Simplex ETF Structure for Model Calibration
CVPR 2025
APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport
EMNLP 2025
A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER
AAAI 2023
Enhancing Minority Classes by Mixing: An Adaptative Optimal Transport Approach for Long-tailed Classification
NIPS 2023
Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport
NIPS 2022
Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification
NIPS 2022
Recurrent Hierarchical Topic-Guided RNN for Language Generation
ICML 2020
WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling
ICLR 2018
Deep Poisson gamma dynamical systems
NIPS 2018