Tianxiang Chen
9 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(26)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Analysis · Computer Vision
(2)
Architectures
(2)
Learning Paradigms
(2)
Learning Types
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Speech & Audio
(1)
Analysis · Speech & Audio
(1)
Keywords
federated learning
(3)
large language model
(3)
infrared imaging
(2)
feature extraction
(2)
transfer learning
(1)
domain adaptation
(1)
transformer architecture
(1)
visual question answering
(1)
semantic segmentation
(1)
voice conversion
(1)
machine unlearning
(1)
model aggregation
(1)
instruction tuning
(1)
data privacy
(1)
data heterogeneity
(1)
adaptive optimization
(1)
convergence guarantee
(1)
dynamic graph
(1)
parameter-efficient fine-tuning
(1)
object detection
(1)
Papers
FedAdamom: Adaptive Momentum for Improved Generalization in Federated Optimization
CVPR 2026
Flora: Effortless Context Construction to Arbitrary Length and Scale
AAAI 2026
Learning to Focus and Precise Cropping:A Reinforcement Learning Framework with Information Gaps and Grounding Loss for MLLMs
CVPR 2026
Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models
AAAI 2026
Unlocking Dynamic Inter-Client Spatial Dependencies: A Federated Spatio-temporal Graph Learning Method for Traffic Flow Forecasting
AAAI 2026
Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection
EMNLP 2024
Source Tracing of Audio Deepfake Systems
Interspeech 2024
TCI-Former: Thermal Conduction-Inspired Transformer for Infrared Small Target Detection
AAAI 2024
Fluid Dynamics-Inspired Network for Infrared Small Target Detection
IJCAI 2023