Haoyu Li
12 papers · 2020–2026 · 6 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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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint 𧬠Topic Evolution
ποΈ
Keyword Collector
(85)
π₯
Unstoppable Β· Bronze
π
Renaissance Researcher
(5)
π
Trend Setter
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(8)
Application Areas
(6)
Deep Learning
(5)
Speech & Audio
(4)
Architectures
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Synthesis
(3)
Natural Language Processing
(2)
Robotics
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Systems
(2)
Keywords
speech enhancement
(3)
anomaly detection
(1)
neural control
(1)
speech intelligibility
(1)
keyword spotting
(1)
formal verification
(1)
branch and bound
(1)
lyapunov function
(1)
network function virtualization
(1)
nonlinear dynamical system
(1)
deep neural network
(1)
generative adversarial network
(1)
neural network verification
(1)
supervised fine-tuning
(1)
speech separation
(1)
edge computing
(1)
token distribution
(1)
speech dataset
(1)
metric learning
(1)
representation learning
(1)
Papers
Certified Training with Branch-and-Bound for Lyapunov-stable Neural Control
L4DC 2026
From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning
AAAI 2026
Neural Contraction Metrics with Formal Guarantees for Discrete-Time Nonlinear Dynamical Systems
L4DC 2025
Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks
ICML 2024
Text-aware Speech Separation for Multi-talker Keyword Spotting
Interspeech 2024
LinkLab 2.0: A Multi-tenant Programmable IoT Testbed for Experimentation with Edge-Cloud Integration
NSDI 2023
DDS: A new device-degraded speech dataset for speech enhancement
Interspeech 2022
ROLLER: Fast and Efficient Tensor Compilation for Deep Learning
OSDI 2022
XRP: In-Kernel Storage Functions with eBPF
OSDI 2022
iMetricGAN: Intelligibility Enhancement for Speech-in-Noise Using Generative Adversarial Network-Based Metric Learning
Interspeech 2020
Improved Prosody from Learned F0 Codebook Representations for VQ-VAE Speech Waveform Reconstruction
Interspeech 2020
Noise Tokens: Learning Neural Noise Templates for Environment-Aware Speech Enhancement
Interspeech 2020