Chang Yao

Orcid: 0000-0002-1187-6257

Affiliations:

Zhejiang University, School of Software Technology, Institute of Blockchain and Data Security, Hangzhou, China
National University of Singapore, Department of Computer Science, Singapore (PhD 2017)

According to our database¹, Chang Yao authored at least 56 papers between 2015 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Unsupervised Brain Anomaly Detection Using Structure-Preserving Noise Generation and Multi-Scale Dual-Expert Ensembles.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, June, 2026

A3B2: Adaptive Asymmetric Adapter for Alleviating Branch Bias in Vision-Language Image Classification with Few-Shot Learning.

[BibT_eX]

[DOI]

CoRR, May, 2026

OMCR: An Online Multivariate Forecaster for Cloud Resource Management.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., January, 2026

Bridge-SQL: Bridging Single- and Multi-Turn Text-to-SQL via Preference-Aligned Question Rewriting.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2026

Enhancing Reinforcement Learning for Radiology Report Generation with Evidence-aware Rewards and Self-correcting Preference Learning.

[BibT_eX]

[DOI]

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

QBridge: Bridging Natural Language and SQL via Gold Query Rewriting with Agentic Refinement.

[BibT_eX]

[DOI]

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

A Demonstration of QueryArtisan: Real-Time Data Lake Analysis via Dynamically Generated Data Manipulation Code.

[BibT_eX]

[DOI]

Proc. VLDB Endow., August, 2025

CoLA: Model Collaboration for Log-based Anomaly Detection.

[BibT_eX]

[DOI]

Proc. VLDB Endow., July, 2025

Show and Polish: Reference-Guided Identity Preservation in Face Video Restoration.

[BibT_eX]

[DOI]

CoRR, July, 2025

A Quantum Framework for Combinatorial Optimization Problem over Graphs.

[BibT_eX]

[DOI]

Data Sci. Eng., June, 2025

GUIRoboTron-Speech: Towards Automated GUI Agents Based on Speech Instructions.

[BibT_eX]

[DOI]

CoRR, June, 2025

Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer.

[BibT_eX]

[DOI]

CoRR, May, 2025

Boosting GNN-Based Link Prediction via PU-AUC Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2025

Boosting MLLM Reasoning with Text-Debiased Hint-GRPO.

[BibT_eX]

[DOI]

CoRR, March, 2025

Show and Polish: Reference-Guided Identity Preservation in Face Video Restoration.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Towards Robust Incremental Learning Under Ambiguous Supervision.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

CycSeq: Leveraging Cyclic Data Generation for Accurate Perturbation Prediction in Single-Cell RNA-Seq.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Revisiting Differentially Private Algorithms for Decentralized Online Learning.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Boosting MLLM Reasoning with Text-Debiased Hint-GRPO.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Towards Reverse Engineering of Language Models: A Survey.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Non-Natural Image Understanding with Advancing Frequency-based Vision Encoders.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

CoLA: Collaborative Low-Rank Adaptation.

[BibT_eX]

[DOI]

Yiyun Zhou

Chang Yao

Jingyuan Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Think Both Ways: Teacher-Student Bidirectional Reasoning Enhances MCQ Generation and Distractor Quality.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

T²DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Less Is More: Adaptive Program Repair with Bug Localization and Preference Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

QueryArtisan: Generating Data Manipulation Codes for Ad-hoc Analysis in Data Lakes.

[BibT_eX]

[DOI]

Proc. VLDB Endow., October, 2024

Learning Label-Adaptive Representation for Large-Scale Multi-Label Text Classification.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2024

MPCODER: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Lion: Minimizing Distributed Transactions through Adaptive Replica Provision (Extended Version).

[BibT_eX]

[DOI]

CoRR, 2024

Quantum Storage Design for Tables in RDBMS.

[BibT_eX]

[DOI]

Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, 2024

Improved Regret for Bandit Convex Optimization with Delayed Feedback.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

E3: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

FedPAM: Federated Personalized Augmentation Model for Text-to-Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

CoMAL: Contrastive Active Learning for Multi-Label Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Advancing Medical Image Segmentation via Self-supervised Instance-adaptive Prototype Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Non-stationary Online Convex Optimization with Arbitrary Delays.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Lion: Minimizing Distributed Transactions Through Adaptive Replica Provision.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MPCoder: Multi-user Personalized Code Generator with Explicit and Implicit Style Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Improved Projection-free Online Continuous Submodular Maximization.

[BibT_eX]

[DOI]

CoRR, 2023

Quantum Computing for Databases: A Short Survey and Vision.

[BibT_eX]

[DOI]

Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023

2022

Spatial-Temporal Correlation Modeling for Motion Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics.