PPaperPicks

Chunyan Miao

Nanyang Technological University, School of Computer Engineering

29 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0300-3448 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×6EMNLP ×3NeurIPS ×3SIGKDD ×3ACL ×2ACM MM ×2CHI ×2ICML ×2IJCAI ×2CVPR ×1ICDE ×1MICCAI ×1WWW ×1

Frequent coauthors

Pengcheng Wu
×5
Di Wang
×5
Peilin Zhao
×5
Zhiwei Zeng
×4
Zhixiang Su
×3
Xu Guo
×3
Yinan Zhang
×2
Lizhen Cui
×2
Xuejiao Zhao
×2
Siyan Liu
×2
Su-Yin Yang
×2
Zhifei Xie
×2

Papers

  1. "It Seems to Understand My Heart": An Empirical Study of Persona-Driven Persuasive AI Agent for Aging-in-Place in Singapore
    CHI 2026 ·
    Bo Gao
    ,
    Zhiwei Zeng
    ,
    Yue Yu
    ,
    Iain Philip Werry
    ,
    Robin Chung Leung Chan
    ,
    Ming Chen
    ,
    Huiguo Zhang
    ,
    Bo Huang
    ,
    Jun Ji
    ,
    Cyril Leung
    , Chunyan Miao
  2. Adaptive Piecewise Distillation for Efficient LiDAR Data Generation
    AAAI 2026 ·
    Ruibo Li
    ,
    Xiaofeng Yang
    ,
    Ze Yang
    ,
    Jiacheng Wei
    , Chunyan Miao,
    Guosheng Lin
  3. Beyond Traditional Diagnostics: Transforming Patient-Side Information Into Predictive Insights with Knowledge Graphs and Prototypes
    ICDE 2026 ·
    Yibowen Zhao
    ,
    Yinan Zhang
    ,
    Zhixiang Su
    ,
    Li-Zhen Cui
    , Chunyan Miao
  4. A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning
    IJCAI 2025 ·
    Xuejiao Zhao
    ,
    Siyan Liu
    ,
    Su-Yin Yang
    , Chunyan Miao
  5. Adaptive Human-LLMs Interaction Collaboration: Reinforcement Learning driven Vision-Language Models for Medical Report Generation
    CHI 2025 ·
    Yiming Cao
    ,
    Zhen Li
    ,
    Lizhen Cui
    , Chunyan Miao
  6. Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models
    EMNLP 2025 ·
    Zhifei Xie
    ,
    Mingbao Lin
    ,
    Zihang Liu
    ,
    Pengcheng Wu
    ,
    Shuicheng Yan
    , Chunyan Miao
  7. Bites of Tomorrow: Personalized Recommendations for a Healthier and Greener Plate
    AAAI 2025 ·
    Jiazheng Jing
    ,
    Yinan Zhang
    , Chunyan Miao
  8. Context Pooling: Query-specific Graph Pooling for Generic Inductive Link Prediction in Knowledge Graphs
    SIGKDD 2025 ·
    Zhixiang Su
    ,
    Di Wang
    , Chunyan Miao
  9. Continual Optimization with Symmetry Teleportation for Multi-Task Learning
    NeurIPS 2025 ·
    Zhipeng Zhou
    ,
    Ziqiao Meng
    ,
    Pengcheng Wu
    ,
    Peilin Zhao
    , Chunyan Miao
  10. ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge
    EMNLP 2025 ·
    Chaoyue He
    ,
    Xin Zhou
    ,
    Yi Wu
    ,
    Xinjia Yu
    ,
    Yan Zhang
    ,
    Lei Zhang
    ,
    Di Wang
    ,
    Shengfei Lyu
    ,
    Hong Xu
    ,
    Xiaoqiao Wang
    ,
    Wei Liu
    , Chunyan Miao
  11. Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models
    SIGKDD 2025 ·
    Xuan Wu
    ,
    Di Wang
    ,
    Chunguo Wu
    ,
    Lijie Wen
    , Chunyan Miao,
    Yubin Xiao
    ,
    You Zhou
  12. Efficient Parallel Training Methods for Spiking Neural Networks with Constant Time Complexity
    ICML 2025 ·
    Wanjin Feng
    ,
    Xingyu Gao
    ,
    Wenqian Du
    ,
    Hailong Shi
    ,
    Peilin Zhao
    ,
    Pengcheng Wu
    , Chunyan Miao
  13. Enhancing Counterfactual Estimation: A Focus on Temporal Treatments
    IJCAI 2025 ·
    Xin Wang
    ,
    Shengfei Lyu
    ,
    Kangyang Luo
    ,
    Lishan Yang
    ,
    Huanhuan Chen
    , Chunyan Miao
  14. Exploring Tradeoffs through Mode Connectivity for Multi-Task Learning
    NeurIPS 2025 ·
    Zhipeng Zhou
    ,
    Ziqiao Meng
    ,
    Pengcheng Wu
    ,
    Peilin Zhao
    , Chunyan Miao
  15. FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification
    SIGKDD 2025 ·
    Tian Tian
    , Chunyan Miao,
    Hangwei Qian
  16. MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks
    ACM MM 2025 ·
    Lei Zhang
    ,
    Xin Zhou
    ,
    Chaoyue He
    ,
    Di Wang
    ,
    Yi Wu
    ,
    Hong Xu
    ,
    Wei Liu
    , Chunyan Miao
  17. MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot
    WWW 2025 ·
    Xuejiao Zhao
    ,
    Siyan Liu
    ,
    Su-Yin Yang
    , Chunyan Miao
  18. Motif Guided Graph Transformers with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification
    AAAI 2025 ·
    Haocong Rao
    , Chunyan Miao
  19. Pask: Providing Answer before AsKing toward Proactive AI agent
    ACM MM 2025 ·
    Zhifei Xie
    ,
    Hu Zongzheng
    ,
    Guibin Zhang
    ,
    Jialin Zhang
    ,
    Yue Liao
    , Chunyan Miao,
    Shuicheng Yan
  20. SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs
    ACL 2025 ·
    Yige Xu
    ,
    Xu Guo
    ,
    Zhiwei Zeng
    , Chunyan Miao
  21. The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio
    NeurIPS 2025 ·
    Sicong Leng
    ,
    Yun Xing
    ,
    Zesen Cheng
    ,
    Yang Zhou
    ,
    Hang Zhang
    ,
    Xin Li
    ,
    Deli Zhao
    ,
    Shijian Lu
    , Chunyan Miao,
    Lidong Bing
  22. Anatomy-Aware Gating Network for Explainable Alzheimer's Disease Diagnosis
    MICCAI 2024 ·
    Hongchao Jiang
    , Chunyan Miao
  23. Anchoring Path for Inductive Relation Prediction in Knowledge Graphs
    AAAI 2024 ·
    Zhixiang Su
    ,
    Di Wang
    , Chunyan Miao,
    Lizhen Cui
  24. CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning
    AAAI 2024 ·
    Chenyu Sun
    ,
    Hangwei Qian
    , Chunyan Miao
  25. Latent Diffusion Transformer for Probabilistic Time Series Forecasting
    AAAI 2024 ·
    Shibo Feng
    , Chunyan Miao,
    Zhong Zhang
    ,
    Peilin Zhao
  26. Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
    CVPR 2024 ·
    Sicong Leng
    ,
    Hang Zhang
    ,
    Guanzheng Chen
    ,
    Xin Li
    ,
    Shijian Lu
    , Chunyan Miao,
    Lidong Bing
  27. PairCFR: Enhancing Model Training on Paired Counterfactually Augmented Data through Contrastive Learning
    ACL 2024 ·
    Xiaoqi Qiu
    ,
    Yongjie Wang
    ,
    Xu Guo
    ,
    Zhiwei Zeng
    ,
    Yu Yue
    ,
    Yuhong Feng
    , Chunyan Miao
  28. RevMUX: Data Multiplexing with Reversible Adapters for Efficient LLM Batch Inference
    EMNLP 2024 ·
    Yige Xu
    ,
    Xu Guo
    ,
    Zhiwei Zeng
    , Chunyan Miao
  29. Test-Time Model Adaptation with Only Forward Passes
    ICML 2024 ·
    Shuaicheng Niu
    , Chunyan Miao,
    Guohao Chen
    ,
    Pengcheng Wu
    ,
    Peilin Zhao