Jingshu Peng
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
continual learning
(1)
benchmark evaluation
(1)
distributed learning
(1)
class-incremental learning
(1)
distributed training
(1)
convergence guarantee
(1)
benchmark dataset
(1)
open-set learning
(1)
multimodal large language model
(1)
evaluation metric
(1)
hallucination detection
(1)
multimodal evaluation
(1)
temporal graph neural network
(1)
communication avoidance
(1)
decentralized training
(1)
chart understanding
(1)
financial reasoning
(1)
hallucination penalty
(1)
large language model
(1)
graph neural network
(1)
Papers
Automate Strategy Finding with LLM in Quant Investment
EMNLP 2025
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
ACL 2025
N-ForGOT: Towards Not-forgetting and Generalization of Open Temporal Graph Learning
ICLR 2025
Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks (Extended Abstract)
IJCAI 2023