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Xinyu Yang

33 papers · 2019–2026 · 11 conferences · across top CS/AI conferences

Achievements

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+9 more ↓ 🌍 Conference Polyglot (11) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer πŸƒ Academic Marathon (7)
🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (10) πŸŒ‰ Interdisciplinary Bridge πŸ‘‘ Triple Crown πŸ† Grand Slam ⚑ Prolific Year (10) πŸ—ƒοΈ Keyword Collector (136) πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (26)

Conferences

AAAI (7) ACL (6) ICLR (4) IJCAI (4) NIPS (4) ICML (2) INTERSPEECH (2) CVPR (1) ECCV (1) EMNLP (1) WACV (1)

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