| 2026 | ACL | MedDCR: Learning to Design Agentic Workflows for Medical Coding. | Jiyang Zheng, Islam Nassar, Thanh Vu, Xu Zhong, Yang Lin, Tongliang Liu, Long Duong, Yuan-Fang Li |
| 2026 | ICDE | LLM4Hint: Leveraging Large Language Models for Hint Recommendation in Offline Query Optimization. | Suchen Liu, Yang Lin, Yinjun Han, Jun Gao |
| 2025 | AAAI | DCSF-KD: Dynamic Channel-wise Spatial Feature Knowledge Distillation for Object Detection. | Tao Dai, Yang Lin, Hang Guo, Jinbao Wang, Zexuan Zhu |
| 2025 | DASFAA | MoEPlan: A Lazy Learned Query-Selection Optimizer via Mixture of Optimizer Experts. | Suchen Liu, Jun Gao, Yinjun Han, Yang Lin |
| 2025 | EMNLP | Taming the Real-world Complexities in CPT E/M Coding with Large Language Models. | Islam Nassar, Yang Lin, Yuan Jin, Rongxin Zhu, Chang Wei Tan, Zenan Zhai, Nitika Mathur, Thanh Tien Vu, Xu Zhong, Long Duong, Yuan-Fang Li |
| 2025 | HPCC | SuperSpec: Enhanced Verification and Sampling for End-to-End LLM Speculative Decoding. | Chen Shen, Rui Guo, Yang Cheng, Yang Lin, Zhixin Zhao, Yitao Hu, Sheng Chen, Xiulong Liu, Keqiu Li |
| 2025 | ICLR | DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing. | Xinyu Ma, Yifeng Xu, Yang Lin, Tianlong Wang, Xu Chu, Xin Gao, Junfeng Zhao, Yasha Wang |
| 2025 | ICLR | RazorAttention: Efficient KV Cache Compression Through Retrieval Heads. | Hanlin Tang, Yang Lin, Jing Lin, Qingsen Han, Danning Ke, Shikuan Hong, Yiwu Yao, Gongyi Wang |
| 2025 | ICST | Quantifying Correlations of Machine Learning Models. | Yuanyuan Li, Neeraj Sarna, Yang Lin |
| 2025 | WCNC | Adaptive Transmission Modes Selection and Resource Allocation in Wi-Fi Networks. | Yang Lin, Rong He, Chuang Wang, Xuming Fang |
| 2024 | ACL | Combating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation. | Yang Lin, Xinyu Ma, Xin Gao, Ruiqing Li, Yasha Wang, Xu Chu |
| 2024 | ICDE | Enhancing Topic Interpretability for Neural Topic Modeling Through Topic-Wise Contrastive Learning. | Xin Gao, Yang Lin, Ruiqing Li, Yasha Wang, Xu Chu, Xinyu Ma, Hailong Yu |
| 2024 | ICML | Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation. | Xinyu Ma, Xu Chu, Zhibang Yang, Yang Lin, Xin Gao, Junfeng Zhao |
| 2024 | WACV | Spiking Neural Networks for Active Time-Resolved SPAD Imaging. | Yang Lin, Edoardo Charbon |
| 2023 | ACL | Enhancing Neural Topic Model with Multi-Level Supervisions from Seed Words. | Yang Lin, Xin Gao, Xu Chu, Yasha Wang, Junfeng Zhao, Chao Chen |
| 2023 | DASFAA | JG2Time: A Learned Time Estimator for Join Operators Based on Heterogeneous Join-Graphs. | Hao Miao, Jiazun Chen, Yang Lin, Mo Xu, Yinjun Han, Jun Gao |
| 2023 | DSAA | AMLNet: Adversarial Mutual Learning Neural Network for Non-AutoRegressive Multi-Horizon Time Series Forecasting. | Yang Lin |
| 2023 | EMNLP | Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning. | Minghao Tang, Yongquan He, Yongxiu Xu, Hongbo Xu, Wenyuan Zhang, Yang Lin |
| 2023 | EMNLP | A Boundary Offset Prediction Network for Named Entity Recognition. | Minghao Tang, Yongquan He, Yongxiu Xu, Hongbo Xu, Wenyuan Zhang, Yang Lin |
| 2022 | GLOBECOM | Optimal MRUs Allocation Mechanism Based on User Priority for Wi-Fi 7 Network. | Jialiang Pan, Rong He, Yang Lin, Xuming Fang |
| 2022 | IJCAI | FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer. | Yang Lin, Tianyu Zhang, Peiqin Sun, Zheng Li, Shuchang Zhou |
| 2021 | ICA3PP | Multi-level PWB and PWC for Reducing TLB Miss Overheads on GPUs. | Yang Lin, Dunbo Zhang, Chaoyang Jia, Qiong Wang, Li Shen |
| 2021 | ICDM | SSDNet: State Space Decomposition Neural Network for Time Series Forecasting. | Yang Lin, Irena Koprinska, Mashud Rana |
| 2021 | IJCNN | Temporal Convolutional Attention Neural Networks for Time Series Forecasting. | Yang Lin, Irena Koprinska, Mashud Rana |
| 2020 | CIKM | Set-Sequence-Graph: A Multi-View Approach Towards Exploiting Reviews for Recommendation. | Jingyue Gao, Yang Lin, Yasha Wang, Xiting Wang, Zhao Yang, Yuanduo He, Xu Chu |
| 2020 | ICA3PP | Design of Six-Rotor Drone Based on Target Detection for Intelligent Agriculture. | Chenyang Liao, Jiahao Huang, Fangkai Zhou, Yang Lin |
| 2020 | ICA3PP | Comparative Analysis of Three Kinds of Laser SLAM Algorithms. | Xin Liu, Yang Lin, Hua Huang, Meikang Qiu |
| 2020 | ICANN | Solar Power Forecasting Based on Pattern Sequence Similarity and Meta-learning. | Yang Lin, Irena Koprinska, Mashud Rana, Alicia Troncoso |
| 2020 | ICML | Distance Metric Learning with Joint Representation Diversification. | Xu Chu, Yang Lin, Yasha Wang, Xiting Wang, Hailong Yu, Xin Gao, Qi Tong |
| 2020 | ICONIP | SpringNet: Transformer and Spring DTW for Time Series Forecasting. | Yang Lin, Irena Koprinska, Mashud Rana |
| 2020 | IJCNN | Temporal Convolutional Neural Networks for Solar Power Forecasting. | Yang Lin, Irena Koprinska, Mashud Rana |
| 2019 | ICONIP | Pattern Sequence Neural Network for Solar Power Forecasting. | Yang Lin, Irena Koprinska, Mashud Rana, Alicia Troncoso |
| 2019 | IJCAI | MLRDA: A Multi-Task Semi-Supervised Learning Framework for Drug-Drug Interaction Prediction. | Xu Chu, Yang Lin, Yasha Wang, Leye Wang, Jiangtao Wang, Jingyue Gao |
| 2019 | IROS | A Generative Model of Underwater Images for Active Landmark Detection and Docking. | Shuang Liu, Mete zay, Hongli Xu, Yang Lin, Takayuki Okatani |
| 2017 | IJCNN | Factorization for projective and metric reconstruction via truncated nuclear norm. | Yang Lin, Li Yang, Zhouchen Lin, Tong Lin, Hongbin Zha |
| 2015 | IJCNN | Self-organization of hippocampal representations in large environments. | Shuang Liu, Bailu Si, Yang Lin |
| 2014 | DATE | A low-cost radiation hardened flip-flop. | Yang Lin, Mark Zwolinski, Basel Halak |
| 2014 | EDBT | Pipeline Production Data Model. | Jitao Yang, Yu Fan, Yinliang Liu, Hui Deng, Yang Lin |
| 2014 | ICIP | L1-norm global geometric consistency for partial-duplicate image retrieval. | Yang Lin, Chen Xu, Li Yang, Zhouchen Lin, Hongbin Zha |
| 2014 | ICPR | Low Rank Global Geometric Consistency for Partial-Duplicate Image Search. | Li Yang, Yang Lin, Zhouchen Lin, Hongbin Zha |
| 2014 | ISCAS | A cost-efficient self-checking register architecture for radiation hardened designs. | Yang Lin, Mark Zwolinski |
| 2012 | IOLTS | SETTOFF: A fault tolerant flip-flop for building Cost-efficient Reliable Systems. | Yang Lin, Mark Zwolinski |
| 2012 | SNPD | Immune Network Based Text Clustering Algorithm. | Ma Li, Yang Lin, Lin Bai, Rongxi Wang |
| 2011 | ATC | Hierarchical-CPK-Based Trusted Computing Cryptography Scheme. | Fajiang Yu, Tong Li, Yang Lin, Huanguo Zhang |