| 2026 | ACL | FinToolSyn: A forward synthesis Framework for Financial Tool-Use Dialogue Data with Dynamic Tool Retrieval. | Caishuang Huang, Yang Qiao, Rongyu Zhang, Junjie Ye, Pu Lu, Wenxi Wu, Meng Zhou, Xiku Du, Qi Zhang, Tao Gui, Xuanjing Huang |
| 2026 | ACL | MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models. | Junjie Ye, Caishuang Huang, Zhuohan Chen, Wenjie Fu, Chenyuan Yang, Leyi Yang, Yilong Wu, Peng Wang, Meng Zhou, Xiaolong Yang, Tao Gui, Qi Zhang, Zhongchao Shi, Jianping Fan, Xuanjing Huang |
| 2025 | CoDIT | CGAN based data generation for process monitoring. | Jing Wang, Tingting Liu, Meng Zhou, Yanzhu Zhang |
| 2025 | CoDIT | Fault Detection for Wastewater Treatment Plants Based on H-/L∞ Observer. | Meng Zhou, Haolong Li, Jing Wang |
| 2024 | ICARCV | A Lidar-Vision Fusion Target Detection Model for Low-Light Environments. | Jing Wang, Shuai Duan, Meng Zhou |
| 2024 | ICARCV | A Distributed Multi-Robot Collaborative Hunting Method in Dynamic Cluttered Environments. | Chang Wang, Jianyu Li, Meng Zhou, Lin Zhang |
| 2024 | ICARCV | An Improved Semantic Segmentation Model Based on FCN with Channel Attention and Feature Fusion. | Jing Wang, Ruiyao Xing, Meng Zhou, Xiaoping Zhang |
| 2024 | ICARCV | Probabilistic Multi-Robot Collision Avoidance Online Path Planning Method Using an Improved Sine-Cosine Algorithm. | Meng Zhou, Jianyu Li, Chang Wang, Jing Wang |
| 2024 | ICARCV | Transfer-Robot Task Allocation Algorithm Considering Production Priority for Flexible Job-Shop Scheduling Problem. | Meng Zhou, Xinheng Wang, Zhongxing Liang, Chang Wang, Jing Wang |
| 2023 | ACL | Enhancing Cross-lingual Prompting with Dual Prompt Augmentation. | Meng Zhou, Xin Li, Yue Jiang, Lidong Bing |
| 2023 | IGARSS | Characterization of the Optical Properties and Vertical Distribution of the Asian Dust. | Zhendong Lu, Jun Wang, Xi Chen, Meng Zhou, Xiaoguang Xu |
| 2023 | MICCAI | Weakly Supervised Medical Image Segmentation via Superpixel-Guided Scribble Walking and Class-Wise Contrastive Regularization. | Meng Zhou, Zhe Xu, Kang Zhou, Raymond Kai-Yu Tong |
| 2022 | ICML | Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs. | Jie Ren, Mingjie Li, Meng Zhou, Shih-Han Chan, Quanshi Zhang |
| 2022 | VTC | Age of Information for Preemptive Transmission in Dual-Sensor Networks with Energy Harvesting. | Mangang Xie, Qi Cao, Meng Zhou, Xiangdong Jia |
| 2021 | ACL | On the Generation of Medical Dialogs for COVID-19. | Meng Zhou, Zechen Li, Bowen Tan, Guangtao Zeng, Wenmian Yang, Xuehai He, Zeqian Ju, Subrato Chakravorty, Shu Chen, Xingyi Yang, Yichen Zhang, Qingyang Wu, Zhou Yu, Kun Xu, Eric P. Xing, Pengtao Xie |
| 2021 | HPCC | Adaptive Channel Detection for Full-Duplex Based IAB Systems on Unlicensed Channels. | Qiqi Xiao, Zheyi Wu, Jiantao Yuan, Meng Zhou, Guanding Yu, Rui Yin |
| 2021 | ICDE | Description Generation for Points of Interest. | Meng Zhou, Jingbo Zhou, Yanjie Fu, Zhaochun Ren, Xiaoli Wang, Hui Xiong |
| 2021 | ICIG | Drill Pipe Counting Method Based on Local Dense Optical Flow Estimation. | Meng Zhou, Jin Yuan, Zhuangzhuang Gao, Zhangjin Huang |
| 2021 | ICPADS | Dynamic Path Based DNN Synergistic Inference Acceleration in Edge Computing Environment. | Meng Zhou, Bowen Zhou, Huitian Wang, Fang Dong, Wei Zhao |
| 2020 | APNOMS | Reliability Evaluation and Optimization Method in Power Communication Network Based on Environmental Factors and Controlled Hybrid Stochastic Petri Net. | Huilin Liu, Yucheng Ma, Xushan Chen, Meng Zhou, Shiyou Chen |
| 2020 | EMNLP | MedDialog: Large-scale Medical Dialogue Datasets. | Guangtao Zeng, Wenmian Yang, Zeqian Ju, Yue Yang, Sicheng Wang, Ruisi Zhang, Meng Zhou, Jiaqi Zeng, Xiangyu Dong, Ruoyu Zhang, Hongchao Fang, Penghui Zhu, Shu Chen, Pengtao Xie |
| 2020 | ICANN | Ensemble-Based Deep Metric Learning for Few-Shot Learning. | Meng Zhou, Yaoyi Li, Hongtao Lu |
| 2020 | KDD | Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning. | Jingbo Zhou, Zhenwei Tang, Min Zhao, Xiang Ge, Fuzhen Zhuang, Meng Zhou, Liming Zou, Chenglei Yang, Hui Xiong |
| 2020 | VTC | Cell-Free Massive MIMO with Few-bit ADCs/DACs: AQNM versus Bussgang. | Yao Zhang, Haotong Cao, Meng Zhou, Xu Qiao, Shengchen Wu, Longxiang Yang |
| 2019 | CCGRID | SMR-X: Flexible Parallel State Machine Replication for Cloud Computing. | Meng Zhou, Weigang Wu, Zhiguang Chen, Nong Xiao |
| 2019 | DASC | Rate Maximization for Cell-Free Massive MIMO with Low-Resolution ADCs. | Yao Zhang, Haotong Cao, Meng Zhou, Shengchen Wu, Longxiang Yang |
| 2019 | GLOBECOM | Enhanced Power Allocation Algorithms for Uplink Mixed ADCS Massive MIMO Systems. | Meng Zhou, Yao Zhang, Haotong Cao, Xu Qiao, Longxiang Yang |
| 2019 | IGARSS | Exploiting the Textural Information of UAV Multispectral Imagery to Monitor Nitrogen Status in Rice. | Hengbiao Zheng, Meng Zhou, Yan Zhu, Tao Cheng |
| 2019 | ISCC | Active Sample Selection Through Sparse Neighborhood for Imbalanced Datasets. | Ping Gu, Zhao Ling, Si Yu Shao, Meng Zhou |
| 2019 | PIMRC | Rate Analysis of Cell-Free Massive MIMO with One-Bit ADCs and DACs. | Yao Zhang, Haotong Cao, Meng Zhou, Xu Qiao, Longxiang Yang |
| 2019 | VTC | Safeguarding Non-Best User Association Aided 5G K-Tier HetNets Using Physical Layer Security. | Meng Zhou, Mangang Xie, Yao Zhang, Xiangdong Jia, Longxiang Yang |
| 2018 | NOMS | Evaluation of the node importance in power grid communication network and analysis of node risk. | Meng Zhou, Lanlan Rui, Xuesong Qiu, Zhen Xia, Biyao Li |
| 2016 | ICASSP | Wind speed estimation of low-altitude wind-shear based on multiple Doppler channels joint adaptive processing. | Hai Li, Meng Zhou, Renbiao Wu, Yanfei Han |
| 2014 | ICASSP | Hyperbolic frequency modulation for multiple users in underwater acoustic communications. | Meng Zhou, Jun Jason Zhang, Antonia Papandreou-Suppappola |
| 2014 | ICMLC | Continuity of the fractional integral operator on Morrey-Herz spaces. | Meng Zhou, Jian-Guo Shi, Yan-Fang Shi |
| 2014 | IWCMC | An energy efficient localized topology control algorithm for wireless multihop networks. | Dezhong Shang, Baoxian Zhang, Meng Zhou, Cheng Li |
| 2013 | ICNC | Automatically identify the website's key-Cookies for merging sessions. | Yue Li, Meng Zhou, Dehua Chen |
| 2012 | ICASSP | Probability hypothesis density filtering with multipath-to-measurement association for urban tracking. | Meng Zhou, Jun Jason Zhang, Antonia Papandreou-Suppappola |
| 2012 | ICMLC | Endpoint learning for multilinear commutator of singular integral on space of homogeneous type. | Jian-Guo Shi, Juan Wang, Meng Zhou, Bing Yin, Yan-Fang Shi |
| 2011 | ACSSC | Urban terrain multiple target tracking using probability hypothesis density particle filtering. | Meng Zhou, Bhavana Chakraborty, Jun Jason Zhang |
| 2006 | ISSAC | Grbner bases in difference-differential modules. | Meng Zhou, Franz Winkler |