Ryan Rossi
21 papers · 2019–2024 · 10 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (53) π Academic Marathon Β· Sprint π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
(8)
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Conference Pioneer
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Century Club Β· Bronze
ποΈ
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Research topics
Artificial Intelligence
(14)
Machine Learning
(13)
Core AI
(9)
Natural Language Processing
(7)
Deep Learning
(6)
Core Methods
(6)
Learning Types Β· Machine Learning
(6)
Computer Vision
(4)
Applications
(4)
Learning Paradigms
(4)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Generation
(2)
Models
(2)
Keywords
large language model
(3)
link prediction
(3)
vision-language model
(3)
reinforcement learning
(2)
text classification
(2)
causal inference
(2)
graph neural network
(2)
structural causal model
(2)
model selection
(2)
contrastive learning
(2)
knowledge graph
(2)
node classification
(2)
pre-trained language model
(2)
hyperparameter optimization
(2)
causal discovery
(1)
zero-shot learning
(1)
matrix factorization
(1)
active learning
(1)
image captioning
(1)
variational inference
(1)
Papers
DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention
ACL 2024
Hallucination Diversity-Aware Active Learning for Text Summarization
NAACL 2024
Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models
Interspeech 2024
KaPQA: Knowledge-Augmented Product Question-Answering
ACL 2024
Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning
NAACL 2024
Causal Discovery in Semi-Stationary Time Series
NeurIPS 2023
Exact Representation of Sparse Networks with Symmetric Nonnegative Embeddings
NeurIPS 2023
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection
NeurIPS 2023
GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions
EMNLP 2023
Learning the Visualness of Text Using Large Vision-Language Models
EMNLP 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback
EMNLP 2023
CyCLIP: Cyclic Contrastive Language-Image Pretraining
NeurIPS 2022
Neural Point Process for Learning Spatiotemporal Event Dynamics
L4DC 2022
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions
EMNLP 2022
Automatic Unsupervised Outlier Model Selection
NeurIPS 2021
Edge: Enriching Knowledge Graph Embeddings with External Text
NAACL 2021
Learning Contextualized Knowledge Structures for Commonsense Reasoning
ACL 2021
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation
ICLR 2021
Figure Captioning with Relation Maps for Reasoning
WACV 2020
Structured Policy Iteration for Linear Quadratic Regulator
ICML 2020
On Densification for Minwise Hashing
UAI 2019