Zeming Liu

According to our database, Zeming Liu authored at least 76 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Terminal-World: Scaling Terminal-Agent Environments via Agent Skills.

Zihao Cheng, Hongru Wang, Zeming Liu, Xinyi Wang, Xiangrong Zhu, Yuhang Guo, Wei Lin, Jeff Z. Pan, Yunhong Wang

CoRR, May, 2026

DocOS: Towards Proactive Document-Guided Actions in GUI Agents.

Jingjing Liu, Ziye Huang, Zihao Cheng, Zeming Liu, Jiahong Wu, Yuhang Guo, Kehai Chen, Yunhong Wang, Haifeng Wang

CoRR, May, 2026

Utilizing and Calibrating Hindsight Process Rewards via Reinforcement with Mutual Information Self-Evaluation.

Jiashu Yao, Heyan Huang, Zeming Liu, Yuhang Guo

CoRR, April, 2026

Policy Split: Incentivizing Dual-Mode Exploration in LLM Reinforcement with Dual-Mode Entropy Regularization.

Jiashu Yao, Heyan Huang, Chuwei Luo, Daiqing Wu, Zeming Liu, Yuhang Guo, Yangyang Kang

CoRR, April, 2026

Mem²Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation.

Zihao Cheng, Zeming Liu, Yingyu Shan, Xinyi Wang, Xiangrong Zhu, Yunpu Ma, Hongru Wang, Yuhang Guo, Wei Lin, Yunhong Wang

CoRR, April, 2026

Omni-WorldBench: Towards a Comprehensive Interaction-Centric Evaluation for World Models.

Meiqi Wu, Zhixin Cai, Fufangchen Zhao, Xiaokun Feng, Rujing Dang, Bingze Song, Ruitian Tian, Jiashu Zhu, Jiachen Lei, Hao Dou, Jing Tang, Lei Sun, Jiahong Wu, Xiangxiang Chu, Zeming Liu, Kaiqi Huang

CoRR, March, 2026

Beyond Unimodal Shortcuts: MLLMs as Cross-Modal Reasoners for Grounded Named Entity Recognition.

Jinlong Ma, Yu Zhang, Xuefeng Bai, Kehai Chen, Yuwei Wang, Zeming Liu, Jun Yu, Min Zhang

CoRR, February, 2026

Character-R1: Enhancing Role-Aware Reasoning in Role-Playing Agents via RLVR.

Yihong Tang, Kehai Chen, Xuefeng Bai, Benyou Wang, Zeming Liu, Haifeng Wang, Min Zhang

CoRR, January, 2026

DGA-Net: Enhancing SAM with Depth Prompting and Graph-Anchor Guidance for Camouflaged Object Detection.

Yuetong Li, Qing Zhang, Yilin Zhao, Gongyang Li, Zeming Liu

CoRR, January, 2026

Learn more, forget less: A gradient-Aware data selection approach for LLM.

Zeming Liu, Yibai Liu, Shihang Wang, Zheming Song, Junzhe Wang, Jingjing Liu, Qingjie Liu, Guangxu Chen, Yunhong Wang

Signal Process., 2026

Characterization of the heterogeneity in SARS-CoV-2 fitness dynamics via graph representation learning.

Zengmiao Wang, Ziqin Zhou, Junfu Wang, Lingyue Yang, Zhirui Zhang, Weina Xu, Zeming Liu, Yuxi Ge, Liang Yang, Xiaoli Wang, Peng Yang, Quanyi Wang, Yunlong Cao, Yuanfang Guo, Huaiyu Tian

PLoS Comput. Biol., 2026

Towards multi-language repository-level code generation: From-scratch to guided tasks.

Jingjing Liu, Silin Li, Zeming Liu, Zihao Cheng, Yuhang Guo, Yuanfang Guo, Yunhong Wang, Haifeng Wang

Neurocomputing, 2026

Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation.

Yanzhi Tian, Cunxiang Wang, Zeming Liu, Heyan Huang, Wenbo Yu, Dawei Song, Jie Tang, Yuhang Guo

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

2025

Learn More, Forget Less: A Gradient-Aware Data Selection Approach for LLM.

Yibai Liu, Shihang Wang, Zeming Liu, Zheming Song, Junzhe Wang, Jingjing Liu, Qingjie Liu, Yunhong Wang

CoRR, November, 2025

TCM-Eval: An Expert-Level Dynamic and Extensible Benchmark for Traditional Chinese Medicine.

Zihao Cheng, Yuheng Lu, Huaiqian Ye, Zeming Liu, Minqi Wang, Jingjing Liu, Zihan Li, Wei Fan, Yuanfang Guo, Ruiji Fu, Shifeng She, Gang Wang, Yunhong Wang

CoRR, November, 2025

HomeSafeBench: A Benchmark for Embodied Vision-Language Models in Free-Exploration Home Safety Inspection.

Siyuan Gao, Jiashu Yao, Haoyu Wen, Yuhang Guo, Zeming Liu, Heyan Huang

CoRR, September, 2025

ContextQFormer: A New Context Modeling Method for Multi-Turn Multi-Modal Conversations.

Yiming Lei, Zhizheng Yang, Zeming Liu, Haitao Leng, Shaoguo Liu, Tingting Gao, Qingjie Liu, Yunhong Wang

CoRR, May, 2025

DocMEdit: Towards Document-Level Model Editing.

Li Zeng, Zeming Liu, Chong Feng, Heyan Huang, Yuhang Guo

CoRR, May, 2025

RaNAS: Resource-Aware Neural Architecture Search for Edge Computing.

Jianhua Gao, Zeming Liu, Yizhuo Wang, Weixing Ji

ACM Trans. Archit. Code Optim., March, 2025

A Survey on Remote Sensing Foundation Models: From Vision to Multimodality.

Ziyue Huang, Hongxi Yan, Qiqi Zhan, Shuai Yang, Mingming Zhang, Chenkai Zhang, Yiming Lei, Zeming Liu, Qingjie Liu, Yun-Hong Wang

CoRR, March, 2025

Generalizable AI-Generated Image Detection Based on Fractal Self-Similarity in the Spectrum.

Shengpeng Xiao, Yuanfang Guo, Heqi Peng, Zeming Liu, Liang Yang, Yunhong Wang

CoRR, March, 2025

KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus.

Xiaoming Shi, Zeming Liu, Yiming Lei, Chenkai Zhang, Haitao Leng, Chuan Wang, Qingjie Liu, Wanxiang Che, Shaoguo Liu, Size Li, Yunhong Wang

CoRR, March, 2025

Deepfake Detection via Knowledge Injection.

Tonghui Li, Yuanfang Guo, Zeming Liu, Heqi Peng, Yunhong Wang

CoRR, March, 2025

Hard-Label Black-Box Adversarial Attacks for Implicit Scene Interactions.

Muxue Liang, Chuan Wang, Siyuan Liang, Aishan Liu, Yanan Cao, Qingyong Li, Zeming Liu, Liang Yang, Xiaochun Cao

IEEE Trans. Inf. Forensics Secur., 2025

Towards few-shot mixed-type dialogue generation.

Zeming Liu, Haifeng Wang, Zeyang Lei, Zheng-Yu Niu, Hua Wu, Wanxiang Che

Sci. China Inf. Sci., 2025

FINet: Detecting Camouflaged Objects Using Frequency-Aware Information.

Chengfeng Zhu, Zeming Liu, Qing Zhang, Xuefeng Wu

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus.

Xiaoming Shi, Zeming Liu, Yiming Lei, Chenkai Zhang, Haitao Leng, Chuan Wang, Qingjie Liu, Wanxiang Che, Yunhong Wang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring.

Honglin Mu, Han He, Yuxin Zhou, Yunlong Feng, Yang Xu, Libo Qin, Xiaoming Shi, Zeming Liu, Xudong Han, Qi Shi, Qingfu Zhu, Wanxiang Che

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs.

Hongfei Xia, Hongru Wang, Zeming Liu, Qian Yu, Yuhang Guo, Haifeng Wang

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

PRIM: Towards Practical In-Image Multilingual Machine Translation.

Yanzhi Tian, Zeming Liu, Zhengyang Liu, Chong Feng, Xin Li, Heyan Huang, Yuhang Guo

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

RepoDebug: Repository-Level Multi-Task and Multi-Language Debugging Evaluation of Large Language Models.

Jingjing Liu, Zeming Liu, Zihao Cheng, Mengliang He, Xiaoming Shi, Yuhang Guo, Xiangrong Zhu, Yuanfang Guo, Yunhong Wang, Haifeng Wang

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

Weak2Wise: An Automated, Lightweight Framework for Weak-LLM-Friendly Reasoning Synthesis.

Jianing Lin, Yuanfang Guo, Shunning Liu, Zeming Liu, Yunhong Wang

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

RETAIL: Towards Real-world Travel Planning for Large Language Models.

Bin Deng, Yizhe Feng, Zeming Liu, Qing Wei, Xiangrong Zhu, Shuai Chen, Yuanfang Guo, Yunhong Wang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding.

Chenkai Zhang, Yiming Lei, Zeming Liu, Haitao Leng, Shaoguo Liu, Tingting Gao, Qingjie Liu, Yunhong Wang

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

NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment.

Shuhao Han, Haotian Fan, Fangyuan Kong, Wenjie Liao, Chunle Guo, Chongyi Li, Radu Timofte, Liang Li, Tao Li, Junhui Cui, Yunqiu Wang, Yang Tai, Jingwei Sun, Jianhui Sun, Xinli Yue, Tianyi Wang, Huan Hou, Junda Lu, Xinyang Huang, Zitang Zhou, Zijian Zhang, Xuhui Zheng, Xuecheng Wu, Chong Peng, Xuezhi Cao, Trong-Hieu Nguyen-Mau, Minh-Hoang Le, Minh-Khoa Le-Phan, Duy-Nam Ly, Hai-Dang Nguyen, Minh-Triet Tran, Yukang Lin, Yan Hong, Chuanbiao Song, Siyuan Li, Jun Lan, Zhichao Zhang, Xinyue Li, Wei Sun, Zicheng Zhang, Yunhao Li, Xiaohong Liu, Guangtao Zhai, Zitong Xu, Huiyu Duan, Jiarui Wang, Guangji Ma, Liu Yang, Lu Liu, Qiang Hu, Xiongkuo Min, Zichuan Wang, Zhenchen Tang, Bo Peng, Jing Dong, Fengbin Guan, Zihao Yu, Yiting Lu, Wei Luo, Xin Li, Minhao Lin, Haofeng Chen, Xuanxuan He, Kele Xu, Qisheng Xu, Zijian Gao, Tianjiao Wan, Bo-Cheng Qiu, Chih-Chung Hsu, Chia-Ming Lee, Yu-Fan Lin, Bo Yu, Zehao Wang, Da Mu, Mingxiu Chen, Junkang Fang, Huamei Sun, Wending Zhao, Zhiyu Wang, Wang Liu, Weikang Yu, Puhong Duan, Bin Sun, Xudong Kang, Shutao Li, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Jiarong He, Zhishan Qiao, Yongqing Huang, Zewen Chen, Zhe Pang, Juan Wang, Jian Guo, Zhizhuo Shao, Ziyu Feng, Bing Li, Weiming Hu, Hesong Li, Dehua Liu, Zeming Liu, Qingsong Xie, Ruichen Wang, Zhihao Li, Yuqi Liang, Jianqi Bi, Jun Luo, Junfeng Yang, Can Li, Jing Fu, Hongwei Xu, Mingrui Long, Lulin Tang

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

DocMEdit: Towards Document-Level Model Editing.

Zeng Li, Zeming Liu, Chong Feng, Heyan Huang, Yuhang Guo

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

Mis-prompt: Benchmarking Large Language Models for Proactive Error Handling.

Jiayi Zeng, Yizhe Feng, Mengliang He, Wenhui Lei, Wei Zhang, Zeming Liu, Xiaoming Shi, Aimin Zhou

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Exploring In-Image Machine Translation with Real-World Background.

Yanzhi Tian, Zeming Liu, Zhengyang Liu, Yuhang Guo

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

TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments.

Yuheng Lu, Qian Yu, Hongru Wang, Zeming Liu, Wei Su, Yanping Liu, Yuhang Guo, Maocheng Liang, Yunhong Wang, Haifeng Wang

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

HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices.

Silin Li, Yuhang Guo, Jiashu Yao, Zeming Liu, Haifeng Wang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

GODBench: A Benchmark for Multimodal Large Language Models in Video Comment Art.

Yiming Lei, Chenkai Zhang, Zeming Liu, Haitao Leng, Shaoguo Liu, Tingting Gao, Qingjie Liu, Yunhong Wang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability.

Mengliang He, Jiayi Zeng, Yankai Jiang, Wei Zhang, Zeming Liu, Xiaoming Shi, Aimin Zhou

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

ToolSpectrum: Towards Personalized Tool Utilization for Large Language Models.

Zihao Cheng, Hongru Wang, Zeming Liu, Yuhang Guo, Yuanfang Guo, Yunhong Wang, Haifeng Wang

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

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges.

Hongru Wang, Wenyu Huang, Yufei Wang, Yuanhao Xi, Jianqiao Lu, Huan Zhang, Nan Hu, Zeming Liu, Jeff Z. Pan, Kam-Fai Wong

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

Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst.

Hongru Wang, Deng Cai, Wanjun Zhong, Shijue Huang, Jeff Z. Pan, Zeming Liu, Kam-Fai Wong

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

ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks.

Jiashu Yao, Heyan Huang, Zeming Liu, Haoyu Wen, Wei Su, Boao Qian, Yuhang Guo

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

Semi-Supervised Clustering Framework for Fine-grained Scene Graph Generation.

Jiarui Yang, Chuan Wang, Jun Zhang, Shuyi Wu, Jinjing Zhao, Zeming Liu, Liang Yang

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

STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling.

Jieyi Wang, Yue Huang, Zeming Liu, Dexuan Xu, Chuan Wang, Xiaoming Shi, Ruiyuan Guan, Hongxing Wang, Weihua Yue, Yu Huang

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

Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning.

Hui Miao, Yuanfang Guo, Zeming Liu, Yunhong Wang

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

2024

2M-NER: contrastive learning for multilingual and multimodal NER with language and modal fusion.

Dongsheng Wang, Xiaoqin Feng, Zeming Liu, Chuan Wang

Appl. Intell., April, 2024

Dual-space Hierarchical Learning for Goal-guided Conversational Recommendation.

Can Chen, Hao Liu, Zeming Liu, Xue Liu, Dejing Dou

Neurocomputing, March, 2024

A Survey on Data Synthesis and Augmentation for Large Language Models.

Ke Wang, Jiahui Zhu, Minjie Ren, Zeming Liu, Shiwei Li, Zongye Zhang, Chenkai Zhang, Xiaoyu Wu, Qiqi Zhan, Qingjie Liu, Yunhong Wang

CoRR, 2024

Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges.

Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru Wang, Yuhang Guo, Tong Ruan, Jie Xu, Shaoting Zhang

CoRR, 2024

A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models.

Boyang Xue, Hongru Wang, Weichao Wang, Rui Wang, Sheng Wang, Zeming Liu, Kam-Fai Wong

CoRR, 2024

Bi-directional Boundary-object interaction and refinement network for Camouflaged Object Detection.

Jicheng Yang, Qing Zhang, Yilin Zhao, Yuetong Li, Zeming Liu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

FAME: Towards Factual Multi-Task Model Editing.

Zeng Li, Yingyu Shan, Zeming Liu, Jiashu Yao, Yuhang Guo

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction.

Hongru Wang, Rui Wang, Boyang Xue, Heming Xia, Jingtao Cao, Zeming Liu, Jeff Z. Pan, Kam-Fai Wong

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

TED-EL: A Corpus for Speech Entity Linking.

Silin Li, Ruoyu Song, Tianwei Lan, Zeming Liu, Yuhang Guo

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Automatic SQL Query Generation from Code Switched Natural Language Questions on Electronic Medical Records.

Haodi Zhang, Jinyin Nie, Zeming Liu, Dong Lei, Yuanfeng Song

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Deterministic Reversible Data Augmentation for Neural Machine Translation.

Jiashu Yao, Heyan Huang, Zeming Liu, Yuhang Guo

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges.

Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru Wang, Yuhang Guo, Tong Ruan, Jie Xu, Xiaofan Zhang, Shaoting Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

A Systematic Survey of General Sparse Matrix-matrix Multiplication.

Jianhua Gao, Weixing Ji, Fangli Chang, Shiyu Han, Bingxin Wei, Zeming Liu, Yizhuo Wang

ACM Comput. Surv., December, 2023

Multi-objective optimization via evolutionary algorithm (MOVEA) for high-definition transcranial electrical stimulation of the human brain.

Mo Wang, Kexin Lou, Zeming Liu, Pengfei Wei, Quanying Liu

NeuroImage, October, 2023

Graph-Grounded Goal Planning for Conversational Recommendation.

Zeming Liu, Ding Zhou, Hao Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu, Hui Xiong

IEEE Trans. Knowl. Data Eng., May, 2023

Focusing on Flexible Masks: A Novel Framework for Panoptic Scene Graph Generation with Relation Constraints.

Jiarui Yang, Chuan Wang, Zeming Liu, Jiahong Wu, Dongsheng Wang, Liang Yang, Xiaochun Cao

Proceedings of the 31st ACM International Conference on Multimedia, 2023

A Navigation Framework Fused with 3D and 2D SLAM Algorithms for solid-state LiDARs.

Zhifeng Huang, Kang Ding, Zeming Liu, Kairong Wu, Yun Zhang

Proceedings of the International Conference on Advanced Robotics and Mechatronics, 2023

In-Image Neural Machine Translation with Segmented Pixel Sequence-to-Sequence Model.

Yanzhi Tian, Xiang Li, Zeming Liu, Yuhang Guo, Bin Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Automatic Evaluate Dialogue Appropriateness by Using Dialogue Act.

Bao Chen, Yuanjie Wang, Zeming Liu, Yuhang Guo

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

MidMed: Towards Mixed-Type Dialogues for Medical Consultation.

Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue, Xiaofan Zhang, Shaoting Zhang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

XDailyDialog: A Multilingual Parallel Dialogue Corpus.

Zeming Liu, Ping Nie, Jie Cai, Haifeng Wang, Zheng-Yu Niu, Peng Zhang, Mrinmaya Sachan, Kaiping Peng

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals.

Zeming Liu, Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Similarity Changes Analysis for Heart Rate Fluctuation Regularity as a New Screening Method for Congestive Heart Failure.

Zeming Liu, Tian Chen, Keming Wei, Guanzheng Liu, Bin Liu

Entropy, 2021

DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation.

Zeming Liu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Towards Conversational Recommendation over Multi-Type Dialogs.

Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

An Optimization Algorithm for Missing Value Imputation in Microarray Based on Integrated Information.

Feng Liu, Yiding Zhang, Zeming Liu, Meng Gao

Proceedings of the Fuzzy Systems and Data Mining V, 2019

Detection of Cell Types from Single-cell RNA-seq Data using Similarity via Kernel Preserving Learning Embedding.

Zeming Liu, Feng Liu, Chengzhi Hong, Meng Gao, Yi-Ping Phoebe Chen, Shichao Liu, Wen Zhang

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019