Cong Xu
13 papers · 2017–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Cross-Pollinator (9)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(40)
π
Conference Polyglot
(7)
π
Century Club
(12)
ποΈ
Keyword Collector
(74)
π
Trend Setter
β‘
Prolific Year
(5)
Conferences
NIPS (4)
AAAI (2)
EMNLP (2)
ICCV (2)
ACL (1)
ICML (1)
NSDI (1)
Top co-authors
Keywords
representation learning
(2)
large language model
(2)
multimodal fusion
(2)
multimodal learning
(2)
neural network optimization
(2)
embedding learning
(1)
information bottleneck
(1)
shortcut learning
(1)
video synthesis
(1)
collaborative filtering
(1)
self-supervised learning
(1)
sentiment analysis
(1)
sarcasm detection
(1)
video understanding
(1)
multimodal recommendation
(1)
deep learning
(1)
graph structure
(1)
brain-computer interface
(1)
distributed training
(1)
video generation
(1)
Papers
Conditional Information Bottleneck for Multimodal Fusion: Overcoming Shortcut Learning in Sarcasm Detection
AAAI 2026
TimeStacker: A Novel Framework with Multilevel Observation for Capturing Nonstationary Patterns in Time Series Forecasting
ICML 2025
SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation
ACL 2025
DeMAC: Enhancing Multi-Agent Coordination with Dynamic DAG and Manager-Player Feedback
EMNLP 2025
DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation
ICCV 2025
STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation
AAAI 2025
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution
NIPS 2024
Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline
NIPS 2024
EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals
NIPS 2024
Revisiting Representation Degeneration Problem in Language Modeling
EMNLP 2020
Iron: Isolating Network-based CPU in Container Environments
NSDI 2018
Coordinating Filters for Faster Deep Neural Networks
ICCV 2017
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning
NIPS 2017