Yong Ren
15 papers · 2016–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
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Trend Setter
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Prolific Year Β· Productive
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Renaissance Researcher
(5)
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Century Club Β· Bronze
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Keyword Collector
(76)
Top co-authors
Research topics
Artificial Intelligence
(9)
Deep Learning
(8)
Machine Learning
(8)
Core AI
(6)
Learning Types Β· Deep Learning
(6)
Learning Types Β· Machine Learning
(5)
Core Methods
(4)
Speech & Audio
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Learning Paradigms
(2)
Models
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Keywords
multimodal large language model
(4)
catastrophic forgetting
(3)
continual instruction tuning
(2)
low-rank adaptation
(2)
continual learning
(2)
mixture of expert
(2)
text-to-speech synthesis
(2)
audio captioning
(2)
convex optimization
(1)
voice conversion
(1)
semi-supervised learning
(1)
chain-of-thought reasoning
(1)
conditional generation
(1)
distributed optimization
(1)
knowledge distillation
(1)
knowledge transfer
(1)
stochastic gradient descent
(1)
graph-based learning
(1)
reproducing kernel hilbert space
(1)
fisher information
(1)
Papers
AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models
ICML 2025
Enhancing Multimodal Continual Instruction Tuning with BranchLoRA
ACL 2025
Hearing from Silence: Reasoning Audio Descriptions from Silent Videos via Vision-Language Model
Interspeech 2025
Mitigating Audiovisual Mismatch in Visual-Guide Audio Captioning
Interspeech 2025
Progressive LoRA for Multimodal Continual Instruction Tuning
ACL 2025
Region-Based Optimization in Continual Learning for Audio Deepfake Detection
AAAI 2025
Towards Diverse and Efficient Audio Captioning via Diffusion Models
Interspeech 2025
Residual Speaker Representation for One-Shot Voice Conversion
Interspeech 2024
SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network
ACL 2024
TraceableSpeech: Towards Proactively Traceable Text-to-Speech with Watermarking
Interspeech 2024
Improving Generative Moment Matching Networks with Distribution Partition
AAAI 2021
Smooth Neighbors on Teacher Graphs for Semi-Supervised Learning
CVPR 2018
Distributed Accelerated Proximal Coordinate Gradient Methods
IJCAI 2017
Conditional Generative Moment-Matching Networks
NeurIPS 2016
Kernel Bayesian Inference with Posterior Regularization
NeurIPS 2016