| 2026 | AAAI | Perturb Your Data: Paraphrase-Guided Training Data Watermarking. | Pranav Shetty, Mirazul Haque, Petr Babkin, Zhiqiang Ma, Xiaomo Liu, Manuela Veloso |
| 2026 | EACL | Detecting Non-Membership in LLM Training Data via Rank Correlations. | Pranav Shetty, Mirazul Haque, Zhiqiang Ma, Xiaomo Liu |
| 2026 | EACL | ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images. | Mathieu Sibue, Andrs Muoz Garza, Samuel Mensah, Pranav Shetty, Zhiqiang Ma, Xiaomo Liu, Manuela Veloso |
| 2025 | ACL | CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation. | T. Y. S. S. Santosh, Youssef Tarek Elkhayat, Oana Ichim, Pranav Shetty, Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu |
| 2025 | COLING | BuDDIE: A Business Document Dataset for Multi-task Information Extraction. | Dongsheng Wang, Ran Zmigrod, Mathieu Sibue, Yulong Pei, Petr Babkin, Ivan Brugere, Xiaomo Liu, Nacho Navarro, Antony Papadimitriou, William Watson, Zhiqiang Ma, Armineh Nourbakhsh, Sameena Shah |
| 2025 | IROS | VDTF-ACT: ACT-based Multimodal Space Fine Manipulation Method with Visual Depth Tactile Fusion. | Siyi Lang, Jihang Chen, Bo Zhang, Hanlin Dong, Panfeng Huang, Zhiqiang Ma |
| 2024 | ACL | DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding. | Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu |
| 2024 | EMNLP | Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation. | Xianzhi Li, Ran Zmigrod, Zhiqiang Ma, Xiaomo Liu, Xiaodan Zhu |
| 2024 | EMNLP | The State of the Art of Large Language Models on Chartered Financial Analyst Exams. | Mahmoud Mahfouz, Ethan Callanan, Mathieu Sibue, Antony Papadimitriou, Zhiqiang Ma, Xiaomo Liu, Xiaodan Zhu |
| 2024 | EMNLP | "What is the value of templates?" Rethinking Document Information Extraction Datasets for LLMs. | Ran Zmigrod, Pranav Shetty, Mathieu Sibue, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu, Manuela Veloso |
| 2024 | IECON | Metal-Organic Framework (MOF) Based Film Bulk Acoustic Resonator (FBAR) Sensor for Volatile Organic Compounds (VOCs) Detection. | Chenyang Gao, Mengyao Fu, Zhiqiang Ma, Shuyu Fan, Dibo Hou, Yunqi Cao |
| 2024 | TrustCom | Lightweight Leakage-Resilient Authenticated Key Exchange for Industrial Internet of Things. | Wenxin Jia, Zheng Yang, Zhiqiang Ma |
| 2023 | APWEB | PV-PATE: An Improved PATE for Deep Learning with Differential Privacy in Trusted Industrial Data Matrix. | Hongyu Hu, Qilong Han, Zhiqiang Ma, Yukun Yan, Zuobin Xiong, Linyu Jiang, Yuemin Zhang |
| 2023 | EMNLP | Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks. | Xianzhi Li, Samuel Chan, Xiaodan Zhu, Yulong Pei, Zhiqiang Ma, Xiaomo Liu, Sameena Shah |
| 2023 | ICASSP | Reducing the GAP Between Streaming and Non-Streaming Transducer-Based ASR by Adaptive Two-Stage Knowledge Distillation. | Haitao Tang, Yu Fu, Lei Sun, Jiabin Xue, Dan Liu, Yongchao Li, Zhiqiang Ma, Minghui Wu, Jia Pan, Genshun Wan, Ming'en Zhao |
| 2023 | IECON | Disturbance Observer-based Discrete-time Sliding Mode Tracking Control for Nonholonomic Robots. | Yanye Hao, Tao Mei, Na Zhang, Ganghui Shen, Jia Xu, Zhiqiang Ma |
| 2023 | IECON | Behaivor-aware Cooperation for UAV-UGV System. | Junhui Liu, Zhaoyu Ning, Bo Zhang, Zhiqiang Ma |
| 2023 | IECON | Risk-Aware Reward Shaping of Reinforcement Learning Agents for Autonomous Driving. | Lin-Chi Wu, Zengjie Zhang, Sofie Haesaert, Zhiqiang Ma, Zhiyong Sun |
| 2023 | IECON | Dynamic Event-Triggered Formation Control for Unmanned Aerial Vehicles. | Junyi Xiang, Yuanyuan Zhang, Zhaoke Ning, Zhiqiang Ma, Ganghui Shen |
| 2023 | KDD | Robust NLP for Finance (RobustFin). | Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen |
| 2023 | SMC | Optimal Sharding for Dynamic Throughput Optimization in Blockchain Systems with Deep Reinforcement Learning. | Bingbing Yao, Jianxiong Wan, Shan Jaffry, Leixiao Li, Zhiqiang Ma, Chuyi Liu |
| 2023 | SIGIR | BizGraphQA: A Dataset for Image-based Inference over Graph-structured Diagrams from Business Domains. | Petr Babkin, William Watson, Zhiqiang Ma, Lucas Cecchi, Natraj Raman, Armineh Nourbakhsh, Sameena Shah |
| 2023 | SIGIR | Knowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop. | Sameena Shah, Xiaodan Zhu, Wenhu Chen, Manling Li, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Yulong Pei, Akshat Gupta |
| 2023 | SIGIR | DocGraphLM: Documental Graph Language Model for Information Extraction. | Dongsheng Wang, Zhiqiang Ma, Armineh Nourbakhsh, Kang Gu, Sameena Shah |
| 2023 | SC | A Performance-Portable SYCL Implementation of CRK-HACC for Exascale. | Esteban Miguel Rangel, Simon John Pennycook, Adrian Pope, Nicholas Frontiere, Zhiqiang Ma, Varsha Madananth |
| 2022 | ACNS | Outsider Key Compromise Impersonation Attack on a Multi-factor Authenticated Key Exchange Protocol. | Zhiqiang Ma, Jun He |
| 2022 | EMNLP | ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering. | Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang |
| 2022 | IECON | Fractional-order Non-singular Terminal Sliding Mode Control for Bilateral Teleoperation System. | Xiaolong Duan, Zhiqiang Ma, Zhengxiong Liu, Yu Liu, Lifei Bai |
| 2022 | IECON | Adaptive Neural Learning Prescribed-Time Control for Teleoperation Systems With Output Constraints. | Longnan Li, Zhengxiong Liu, Shaofan Guo, Zhiqiang Ma, Panfeng Huang |
| 2021 | HPCC | An Emotion Guidance Decision-Making Model Based on Dialogue Context. | Zhiqiang Ma, Wenchao Jia, Baoxiang Du, Chunyu Wang |
| 2021 | SMC | Comparison of Deep Reinforcement Learning Algorithms in Data Center Cooling Management: A Case Study. | Tianyang Hua, Jianxiong Wan, Shan Jaffry, Zeeshan Rasheed, Leixiao Li, Zhiqiang Ma |
| 2020 | ISPA | A Context-Aware Variational Auto-Encoder Model for Text Generation. | Zhiqiang Ma, Chunyu Wang, Ji Shen, Baoxiang Du |
| 2020 | SIGIR | SPot: A Tool for Identifying Operating Segments in Financial Tables. | Zhiqiang Ma, Steven Pomerville, Mingyang Di, Armineh Nourbakhsh |
| 2019 | IGARSS | 3D Scattering Distribution Reconstruction for Air Targets VIA Radar Network. | Qun Zhang, Xiaowen Liu, Yu-fu Yin, Zhiqiang Ma, Yi-Jie Lu |
| 2018 | IGARSS | Down-Looking Sparse Linear Array 3-D Sar Imaging Based on Motion Compensation. | Qi-Yong Liu, Kai-Ming Li, Wen-Jun Huo, Zhiqiang Ma, Fufei Gu |
| 2016 | SMC | Full-order sliding mode control for deployment/retrieval of space tether system. | Zhiqiang Ma, Guanghui Sun |
| 2014 | INFOCOM | HadoopWatch: A first step towards comprehensive traffic forecasting in cloud computing. | Yang Peng, Kai Chen, Guohui Wang, Wei Bai, Zhiqiang Ma, Lin Gu |
| 2013 | CloudCom | VOLUME: Enable Large-Scale In-Memory Computation on Commodity Clusters. | Zhiqiang Ma, Ke Hong, Lin Gu |
| 2013 | MASS | A Synergy of the Wireless Sensor Network and the Data Center System. | Ke Hong, Shuo Yang, Zhiqiang Ma, Lin Gu |
| 2012 | ICRA | Coordination of droplets on light-actuated digital microfluidic systems. | Zhiqiang Ma, Srinivas Akella |
| 2012 | VEE | DVM: towards a datacenter-scale virtual machine. | Zhiqiang Ma, Zhonghua Sheng, Lin Gu, Liufei Wen, Gong Zhang |
| 2011 | ISCA | Demand-driven software race detection using hardware performance counters. | Joseph L. Greathouse, Zhiqiang Ma, Matthew I. Frank, Ramesh Peri, Todd M. Austin |
| 2011 | MICRO | ATDetector: improving the accuracy of a commercial data race detector by identifying address transfer. | Jiaqi Zhang, Weiwei Xiong, Yang Liu, Soyeon Park, Yuanyuan Zhou, Zhiqiang Ma |
| 2010 | OSDI | Ad Hoc Synchronization Considered Harmful. | Weiwei Xiong, Soyeon Park, Jiaqi Zhang, Yuanyuan Zhou, Zhiqiang Ma |
| 2007 | ICCS | Rapid-Response Replication: A Fault Tolerant Algorithm Based on Active Replication. | Lingxia Liu, Jingbo Xia, Zhiqiang Ma, Ruixin Li |
| 2007 | ISNN | A Novel Off-Line Signature Verification Based on Adaptive Multi-resolution Wavelet Zero-Crossing and One-Class-One-Network. | Zhiqiang Ma, Xiaoyun Zeng, Lei Zhang, Meng Li, Chunguang Zhou |
| 2007 | PAKDD | A Region-Based Skin Color Detection Algorithm. | Faliang Chang, Zhiqiang Ma, Wei Tian |
| 2007 | SNPD | A New Scheme for Off-line Signature Verification Using DWT and Fuzzy Net. | Wei Tian, Yizheng Qiao, Zhiqiang Ma |
| 2006 | APSCC | Double-Indexing Mechanism of Search Engine Based on Campus Net. | Changsheng Zhou, Wei Ding, Na Yang, Zhiqiang Ma |
| 2006 | ASPLOS | Accurate and efficient filtering for the Intel thread checker race detector. | Paul Sack, Brian E. Bliss, Zhiqiang Ma, Paul Petersen, Josep Torrellas |
| 2006 | ICNC | Proximal SVM Ensemble Based on Feature Selection. | Xiaoyan Tao, Hongbing Ji, Zhiqiang Ma |
| 2006 | ISSTA | A theory of data race detection. | Utpal Banerjee, Brian Bliss, Zhiqiang Ma, Paul Petersen |
| 2004 | ICCSA | Application of MCDF Operations in Digital Terrain Model Processing. | Zhiqiang Ma, Anthony Watson, Wanwu Guo |
| 2004 | KES | Remote Sensing Image Processing Using MCDF. | Zhiqiang Ma, Wanwu Guo |
| 2003 | CEC | Solving multi objective optimization problems using particle swarm optimization. | Libiao Zhang, Chunguang Zhou, Xiaohua Liu, Zhiqiang Ma, Ming Ma, Yanchun Liang |
| 1996 | ICEC | Effectiveness of Penalty Function in Solving the Subset Sum Problem. | Hong Wang, Zhiqiang Ma, Kenji Nakayama |