Lujia Pan
13 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (5)
π
Academic Marathon
(5)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(29)
π±
Topic Pioneer
π
Century Club
(12)
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(57)
β‘
Prolific Year
(5)
Conferences
IJCAI (3)
AAAI (2)
AISTATS (2)
EMNLP (2)
ICLR (2)
ICML (2)
Top co-authors
Keywords
data augmentation
(2)
class imbalance
(2)
deep neural network
(2)
domain adaptation
(2)
representation learning
(2)
large language model
(2)
prompt engineering
(1)
weakly supervised learning
(1)
text classification
(1)
attention mechanism
(1)
noisy label learning
(1)
transfer learning
(1)
mathematical reasoning
(1)
prompt-based learning
(1)
out-of-distribution generalization
(1)
deep clustering
(1)
causal discovery
(1)
time series classification
(1)
label noise
(1)
self-attention mechanism
(1)
Papers
CAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge
AAAI 2026
Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders
ICLR 2025
CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models
EMNLP 2025
Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems
ICLR 2025
LightGTS: A Lightweight General Time Series Forecasting Model
ICML 2025
Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer
ICML 2025
DWLR: Domain Adaptation under Label Shift for Wearable Sensor
IJCAI 2024
Disentangling Domain and General Representations for Time Series Classification
IJCAI 2024
Inducing Neural Collapse in Deep Long-tailed Learning
AISTATS 2023
Generative Oversampling for Imbalanced Data via Majority-Guided VAE
AISTATS 2023
SMARTformer: Semi-Autoregressive Transformer with Efficient Integrated Window Attention for Long Time Series Forecasting
IJCAI 2023
Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering
EMNLP 2022
Learning from Noisy Labels with Complementary Loss Functions
AAAI 2021