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 002; Wen Zhang 008 (BIBM, 2019)

An Optimization Algorithm for Missing Value Imputation in Microarray Based on Integrated Information. - Feng Liu; Yiding Zhang; Zeming Liu; Meng Gao (FSDM, 2019)

Towards Conversational Recommendation over Multi-Type Dialogs. - Zeming Liu; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che; Ting Liu 001 (ACL, 2020)

DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation. - Zeming Liu; Haifeng Wang 001; Zhengyu Niu; Hua Wu 003; Wanxiang Che (EMNLP (1), 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)

Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals. - Zeming Liu; Jun Xu 027; Zeyang Lei; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003 (ACL (1), 2022)

XDailyDialog: A Multilingual Parallel Dialogue Corpus. - Zeming Liu; Ping Nie; Jie Cai; Haifeng Wang 001; Zheng-Yu Niu; Peng Zhang; Mrinmaya Sachan; Kaiping Peng (ACL (1), 2023)

MidMed: Towards Mixed-Type Dialogues for Medical Consultation. - Xiaoming Shi; Zeming Liu; Chuan Wang 002; Haitao Leng; Kui Xue; Xiaofan Zhang 002; Shaoting Zhang 001 (ACL (1), 2023)

Automatic Evaluate Dialogue Appropriateness by Using Dialogue Act. - Bao Chen; Yuanjie Wang; Zeming Liu; Yuhang Guo 001 (EMNLP (Findings), 2023)

In-Image Neural Machine Translation with Segmented Pixel Sequence-to-Sequence Model. - Yanzhi Tian; Xiang Li 104; Zeming Liu; Yuhang Guo 001; Bin Wang 004 (EMNLP (Findings), 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 (ICARM, 2023)

Focusing on Flexible Masks: A Novel Framework for Panoptic Scene Graph Generation with Relation Constraints. - Jiarui Yang; Chuan Wang 002; Zeming Liu; Jiahong Wu; Dongsheng Wang 007; Liang Yang 002; Xiaochun Cao (ACM Multimedia, 2023)

Graph-Grounded Goal Planning for Conversational Recommendation. - Zeming Liu; Ding Zhou; Hao Liu 026; Haifeng Wang 001; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che; Ting Liu 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 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, 2023)

A Systematic Survey of General Sparse Matrix-matrix Multiplication. - Jianhua Gao; Weixing Ji; Fangli Chang; Shiyu Han; Bingxin Wei; Zeming Liu; Yizhuo Wang 001 (ACM Comput. Surv., 2023)

Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges. - Xiaoming Shi; Zeming Liu; Li Du; Yuxuan Wang 001; Hongru Wang 003; Yuhang Guo 001; Tong Ruan; Jie Xu; Xiaofan Zhang 002; Shaoting Zhang 001 (ACL (Findings), 2024)

Deterministic Reversible Data Augmentation for Neural Machine Translation. - Jiashu Yao; Heyan Huang; Zeming Liu; Yuhang Guo 001 (ACL (Findings), 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 (BIBM, 2024)

TED-EL: A Corpus for Speech Entity Linking. - Silin Li; Ruoyu Song 002; Tianwei Lan; Zeming Liu; Yuhang Guo 001 (LREC/COLING, 2024)

AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction. - Hongru Wang 003; Rui Wang 092; Boyang Xue; Heming Xia; Jingtao Cao; Zeming Liu; Jeff Z. Pan; Kam-Fai Wong (EMNLP, 2024)

FAME: Towards Factual Multi-Task Model Editing. - Zeng Li 002; Yingyu Shan; Zeming Liu; Jiashu Yao; Yuhang Guo 001 (EMNLP, 2024)

Bi-directional Boundary-object interaction and refinement network for Camouflaged Object Detection. - Jicheng Yang; Qing Zhang; Yilin Zhao; Yuetong Li; Zeming Liu (ICME, 2024)

A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models. - Boyang Xue; Hongru Wang 003; Weichao Wang; Rui Wang 092; Sheng Wang; Zeming Liu; Kam-Fai Wong (CoRR, 2024)

Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges. - Xiaoming Shi; Zeming Liu; Li Du; Yuxuan Wang 001; Hongru Wang 003; Yuhang Guo 001; Tong Ruan; Jie Xu; Shaoting Zhang 001 (CoRR, 2024)

A Survey on Data Synthesis and Augmentation for Large Language Models. - Ke Wang; Jiahui Zhu; Minjie Ren; Zeming Liu; Shiwei Li; Zongye Zhang 002; Chenkai Zhang; Xiaoyu Wu; Qiqi Zhan; Qingjie Liu 001; Yunhong Wang 001 (CoRR, 2024)

Dual-space Hierarchical Learning for Goal-guided Conversational Recommendation. - Can Chen 005; Hao Liu 026; Zeming Liu; Xue Liu 001; Dejing Dou (Neurocomputing, 2024)

2M-NER: contrastive learning for multilingual and multimodal NER with language and modal fusion. - Dongsheng Wang 007; Xiaoqin Feng; Zeming Liu; Chuan Wang 002 (Appl. Intell., 2024)

Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning. - Hui Miao; Yuanfang Guo; Zeming Liu; Yunhong Wang 001 (AAAI, 2025)

STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling. - Jieyi Wang; Yue Huang; Zeming Liu; Dexuan Xu; Chuan Wang 002; Xiaoming Shi; Ruiyuan Guan; Hongxing Wang; Weihua Yue; Yu Huang 004 (AAAI, 2025)

Semi-Supervised Clustering Framework for Fine-grained Scene Graph Generation. - Jiarui Yang; Chuan Wang 002; Jun Zhang; Shuyi Wu; Jinjing Zhao; Zeming Liu; Liang Yang 002 (AAAI, 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 001 (AAAI, 2025)

Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst. - Hongru Wang 003; Deng Cai 002; Wanjun Zhong; Shijue Huang; Jeff Z. Pan; Zeming Liu; Kam-Fai Wong (ACL (Findings), 2025)

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges. - Hongru Wang 003; Wenyu Huang; Yufei Wang 005; Yuanhao Xi; Jianqiao Lu; Huan Zhang; Nan Hu; Zeming Liu; Jeff Z. Pan; Kam-Fai Wong (ACL (Findings), 2025)

ToolSpectrum: Towards Personalized Tool Utilization for Large Language Models. - Zihao Cheng; Hongru Wang 003; Zeming Liu; Yuhang Guo 001; Yuanfang Guo; Yunhong Wang 001; Haifeng Wang 001 (ACL (Findings), 2025)

Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability. - Mengliang He; Jiayi Zeng; Yankai Jiang 003; Wei Zhang; Zeming Liu; Xiaoming Shi; Aimin Zhou (ACL (Findings), 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 001; Yunhong Wang 001 (ACL (1), 2025)

HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices. - Silin Li; Yuhang Guo 001; Jiashu Yao; Zeming Liu; Haifeng Wang 001 (ACL (1), 2025)

TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments. - Yuheng Lu; Qian Yu; Hongru Wang 003; Zeming Liu; Wei Su; Yanping Liu; Yuhang Guo 001; Maocheng Liang; Yunhong Wang 001; Haifeng Wang 001 (ACL (Findings), 2025)

Exploring In-Image Machine Translation with Real-World Background. - Yanzhi Tian; Zeming Liu; Zhengyang Liu; Yuhang Guo 001 (ACL (Findings), 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 (ACL (1), 2025)

DocMEdit: Towards Document-Level Model Editing. - Li Zeng; Zeming Liu; Chong Feng 001; Heyan Huang; Yuhang Guo 001 (ACL (Findings), 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; et al. (CVPR Workshops, 2025)

SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding. - Chenkai Zhang; Yiming Lei; Zeming Liu; Haitao Leng; Shaoguo Liu; Tingting Gao; Qingjie Liu 001; Yunhong Wang 001 (CVPR, 2025)

Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring. - Honglin Mu; Han He; Yuxin Zhou; Yunlong Feng; Yang Xu 049; Libo Qin 001; Xiaoming Shi; Zeming Liu; Xudong Han; Qi Shi 002; Qingfu Zhu; Wanxiang Che (NAACL (Long Papers), 2025)

KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus. - Xiaoming Shi; Zeming Liu; Yiming Lei; Chenkai Zhang; Haitao Leng; Chuan Wang 002; Qingjie Liu 001; Wanxiang Che; Yunhong Wang 001 (NAACL (Findings), 2025)

Towards few-shot mixed-type dialogue generation. - Zeming Liu; Haifeng Wang 001; Zeyang Lei; Zheng-Yu Niu; Hua Wu 003; Wanxiang Che (Sci. China Inf. Sci., 2025)

Deepfake Detection via Knowledge Injection. - Tonghui Li; Yuanfang Guo; Zeming Liu; Heqi Peng; Yunhong Wang 001 (CoRR, 2025)

KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus. - Xiaoming Shi; Zeming Liu; Yiming Lei; Chenkai Zhang; Haitao Leng; Chuan Wang 002; Qingjie Liu 001; Wanxiang Che; Shaoguo Liu; Size Li; Yunhong Wang 001 (CoRR, 2025)

Generalizable AI-Generated Image Detection Based on Fractal Self-Similarity in the Spectrum. - Shengpeng Xiao; Yuanfang Guo; Heqi Peng; Zeming Liu; Liang Yang 002; Yunhong Wang 001 (CoRR, 2025)

A Survey on Remote Sensing Foundation Models: From Vision to Multimodality. - Ziyue Huang 001; Hongxi Yan; Qiqi Zhan; Shuai Yang; Mingming Zhang; Chenkai Zhang; YiMing Lei; Zeming Liu; Qingjie Liu 001; Yun-Hong Wang 001 (CoRR, 2025)

RaNAS: Resource-Aware Neural Architecture Search for Edge Computing. - Jianhua Gao; Zeming Liu; Yizhuo Wang 001; Weixing Ji (ACM Trans. Archit. Code Optim., 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 001; Yunhong Wang 001 (CoRR, 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 001 (CoRR, 2025)