Xinyu Yang
33 papers · 2019–2026 · 11 conferences · across top CS/AI conferences
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Conferences
AAAI (7)
ACL (6)
ICLR (4)
IJCAI (4)
NIPS (4)
ICML (2)
INTERSPEECH (2)
CVPR (1)
ECCV (1)
EMNLP (1)
WACV (1)
Top co-authors
Keywords
speech enhancement
(3)
representation learning
(3)
large language model
(3)
speech separation
(2)
in-context learning
(2)
emotion recognition
(2)
parameter-efficient fine-tuning
(2)
mutual information
(2)
target speech extraction
(2)
disentangled representation
(2)
adversarial learning
(1)
latent dirichlet allocation
(1)
feature extraction
(1)
object detection
(1)
contrastive learning
(1)
differential privacy
(1)
domain adaptation
(1)
topic modeling
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domain generalization
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knowledge distillation
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Papers
When "Correct" Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents?
ACL 2026
MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution
ACL 2026
Fair Domain Generalization: An Information-Theoretic View
AAAI 2026
From Cognitive Priors to Instance Semantics: A Unified Framework for Multi-task Affective Computing
WACV 2026
GLARE: Agentic Reasoning for Legal Judgment Prediction
ACL 2026
Skill Path: Unveiling Language Skills from Circuit Graphs
AAAI 2026
RetouchAgent: Towards Interactive and Explainable Image Retouching with MLLM Agents
AAAI 2026
Polymorphic Universal Transformer
ACL 2026
Zeroth-Order Fine-Tuning of LLMs with Transferable Static Sparsity
ICLR 2025
Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales
AAAI 2025
Quantifying Semantic Emergence in Language Models
ACL 2025
Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT
ACL 2025
APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding
ICLR 2025
SepALM: Audio Language Models Are Error Correctors for Robust Speech Separation
IJCAI 2025
Improving Domain Generalization with Domain Relations
ICLR 2024
S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
NIPS 2024
Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference
ICML 2024
Separate in the Speech Chain: Cross-Modal Conditional Audio-Visual Target Speech Extraction
IJCAI 2024
Frequency-aware Generative Models for Multivariate Time Series Imputation
NIPS 2024
Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation
ECCV 2024
Self-Supervised Disentangled Representation Learning for Robust Target Speech Extraction
AAAI 2024
MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion
AAAI 2024
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization
NIPS 2024
Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on HuggingFace
ICLR 2024
FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer
CVPR 2023
Natural Language Instruction-following with Task-related Language Development and Translation
NIPS 2023
Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
ICML 2023
How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning
EMNLP 2023
ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition
INTERSPEECH 2022
Mixed Strategies for Security Games with General Defending Requirements
IJCAI 2022
Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition
INTERSPEECH 2022
Defending against Contagious Attacks on a Network with Resource Reallocation
AAAI 2021
On Privacy Protection of Latent Dirichlet Allocation Model Training
IJCAI 2019