An Active Learning Approach to Task Adaptation. - Ji Wu 002; Zhiyang He; Ping Lv (INTERSPEECH, 2011)

A synchronized pruning composition algorithm of weighted finite state transducers for large vocabulary speech recognition. - Zhiyang He; Ping Lv; Wei Li; Ji Wu 002 (ISCSLP, 2012)

Improving keyword search by query expansion in a probabilistic framework. - Zhipeng Chen; Zhiyang He; Ping Lv; Ji Wu 002 (ISCSLP, 2014)

Minimum classification error rate training of supervised topic mixture model for multi-label text categorization. - Zhiyang He; Ping Lv; Ji Wu 002 (ISCSLP, 2014)

An effective and robust approach to Mandarin spoken language understanding in specific domain. - Zhiyang He; Ping Lv; Ji Wu 002 (ISCSLP, 2014)

An ontology semantic tree based natural language interface. - Shusen Li; Zhiyang He; Ji Wu 002 (ISCSLP, 2014)

Label correlation mixture model for multi-label text categorization. - Zhiyang He; Ji Wu 002; Ping Lv (SLT, 2014)

Label Correlation Mixture Model: A Supervised Generative Approach to Multilabel Spoken Document Categorization. - Zhiyang He; Ji Wu 002; Tao Li 001 (IEEE Trans. Emerg. Top. Comput., 2015)

Hidden Softmax Sequence Model for Dialogue Structure Analysis. - Zhiyang He; Xien Liu; Ping Lv; Ji Wu 002 (ACL (1), 2016)

Target-Based State and Tracking Algorithm for Spoken Dialogue System. - Miao Li 003; Zhiyang He; Ji Wu 002 (INTERSPEECH, 2016)

Multi-label text classification based on the label correlation mixture model. - Zhiyang He; Ji Wu 002; Ping Lv (Intell. Data Anal., 2017)

Medical Exam Question Answering with Large-scale Reading Comprehension. - Xiao Zhang 001; Ji Wu 002; Zhiyang He; Xien Liu; Ying Su (AAAI, 2018)

Hypergraphs with Few Berge Paths of Fixed Length between Vertices. - Zhiyang He; Michael Tait (SIAM J. Discret. Math., 2019)

Tight Bound on Vertex Cut Sparsifiers in Directed Acyclic Graphs. - Zhiyang He; Jason Li 006 (CoRR, 2020)

Near-Linear-Time, Optimal Vertex Cut Sparsifiers in Directed Acyclic Graphs. - Zhiyang He; Jason Li 006; Magnus Wahlström (ESA, 2021)

A New Upper Bound on Extremal Number of Even Cycles. - Zhiyang He (Electron. J. Comb., 2021)

Breaking the nk Barrier for Minimum $k$-cut on Simple Graphs. - Zhiyang He; Jason Li 006 (CoRR, 2021)

A Simulation Study on the Effect of Antiarrhythmic Drugs During Myocardial Infarction. - Cuiping Liang; Zhiyang He; Cunjin Luo; Qince Li; Jun Liu; Suiping Jiang (CinC, 2022)

Generating Manga Images from Sketch Via GAN. - Ziyuan Liu; Ye Ding; Qi Wan; Zhiyang He; Qing Zhang (ICCEIC, 2022)

Breaking the nk barrier for minimum k-cut on simple graphs. - Zhiyang He; Jason Li 006 (STOC, 2022)

Quantum Locally Testable Code with Exotic Parameters. - Andrew W. Cross; Zhiyang He; Anand Natarajan 001; Mario Szegedy; Guanyu Zhu (CoRR, 2022)

Single-shot decoding of good quantum LDPC codes. - Shouzhen Gu; Eugene Tang; Libor Caha; Shin Ho Choe; Zhiyang He; Aleksander Kubica (CoRR, 2023)

Power Transformer Fault Diagnosis Using Random Forest and Optimized Kernel Extreme Learning Machine. - Tusongjiang Kari; Zhiyang He; Aisikaer Rouzi; Ziwei Zhang; Xiaojing Ma; Lin Du (Intell. Autom. Soft Comput., 2023)

CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification. - Haoran Lai; Qingsong Yao; Zihang Jiang; Rongsheng Wang; Zhiyang He; Xiaodong Tao; S. Kevin Zhou (CVPR, 2024)

Long-Tailed Multi-Label Classification with Noisy Label of Thoracic Diseases from Chest X-Ray. - Haoran Lai; Qingsong Yao; Zhiyang He; Xiaodong Tao; S. Kevin Zhou (ISBI, 2024)

E3D-GPT: Enhanced 3D Visual Foundation for Medical Vision-Language Model. - Haoran Lai; Zihang Jiang; Qingsong Yao; Rongsheng Wang; Zhiyang He; Xiaodong Tao; Wei Wei 006; Weifu Lv; S. Kevin Zhou (CoRR, 2024)

Quantum Locally Testable Code with Constant Soundness. - Andrew W. Cross; Zhiyang He; Anand Natarajan 001; Mario Szegedy; Guanyu Zhu (Quantum, 2024)

Multi-Dimensional Medical Image Fusion With Complex Sparse Representation. - Yuhang Chen; Aiping Liu; Yu Liu 023; Zhiyang He; Cong Liu 006; Xun Chen 001 (IEEE Trans. Biomed. Eng., 2024)

ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training. - Rongsheng Wang; Qingsong Yao; Zihang Jiang; Haoran Lai; Zhiyang He; Xiaodong Tao; S. Kevin Zhou (Medical Image Anal., 2025)

Bridged Semantic Alignment for Zero-shot 3D Medical Image Diagnosis. - Haoran Lai; Zihang Jiang; Qingsong Yao; Rongsheng Wang; Zhiyang He; Xiaodong Tao; Wei Wei 006; Weifu Lv; S. Kevin Zhou (CoRR, 2025)

Quantum Codes with Addressable and Transversal Non-Clifford Gates. - Zhiyang He; Vinod Vaikuntanathan; Adam Wills; Rachel Yun Zhang (CoRR, 2025)

EMRModel: A Large Language Model for Extracting Medical Consultation Dialogues into Structured Medical Records. - Shuguang Zhao; Qiangzhong Feng; Zhiyang He; Peipei Sun; Yingying Wang; Xiaodong Tao; Xiaoliang Lu; Mei Cheng; Xinyue Wu; Yanyan Wang; Wei Liang (CoRR, 2025)

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification. - Chunjiang Wang; Kun Zhang 040; Yandong Liu; Zhiyang He; Xiaodong Tao; S. Kevin Zhou (CoRR, 2025)

Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster. - Fenghe Tang; Wenxin Ma; Zhiyang He; Xiaodong Tao; Zihang Jiang; S. Kevin Zhou (CoRR, 2025)