Tianyi Xu
13 papers · 2023–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Silver π Grand Slam π Renaissance Researcher (7)
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Century Club Β· Bronze
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Research topics
Deep Learning
(5)
Machine Learning
(5)
Speech & Audio
(5)
Recognition
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Natural Language Processing
(2)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Techniques
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Keywords
large language model
(2)
reinforcement learning
(2)
attention mechanism
(2)
speech recognition
(2)
theorem proving
(1)
self-supervised learning
(1)
image restoration
(1)
natural language inference
(1)
object detection
(1)
speaker recognition
(1)
emotion recognition
(1)
text representation
(1)
adaptive learning
(1)
neural architecture search
(1)
continued pretraining
(1)
talking head generation
(1)
machine translation
(1)
formal verification
(1)
real-time processing
(1)
computational photography
(1)
Papers
AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African Languages
ACL 2026
Fair Algorithms with Probing for Multi-Agent Multi-Armed Bandits
AAAI 2026
AdaptiveAE: An Adaptive Exposure Strategy for HDR Capturing in Dynamic Scenes
ICCV 2025
Herald: A Natural Language Annotated Lean 4 Dataset
ICLR 2025
Leveraging LLM and Self-Supervised Training Models for Speech Recognition in Chinese Dialects: A Comparative Analysis
Interspeech 2025
TeDS: Joint Learning of Diachronic and Synchronic Perspectives in Quaternion Space for Temporal Knowledge Graph Completion
ICML 2025
4K-Resolution Photo Exposure Correction at 125 FPS With ~8K Parameters
WACV 2024
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection
NeurIPS 2024
Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper
Interspeech 2024
Adaptive Contextual Biasing for Transducer Based Streaming Speech Recognition
Interspeech 2023
Contextualized End-to-End Speech Recognition with Contextual Phrase Prediction Network
Interspeech 2023
Emotional Talking Head Generation based on Memory-Sharing and Attention-Augmented Networks
Interspeech 2023
MAVD: The First Open Large-Scale Mandarin Audio-Visual Dataset with Depth Information
Interspeech 2023