| 2026 | AAAI | CL-DMDF: Dynamic Multimodal Data Fusion Model Based on Contrastive Learning. | Dong Li, Lingling Zhang, Binghao Han, Linlin Ding, Yue Kou |
| 2026 | AAAI | ST-SAM: Multimodal Scene Text Segmentation with Dense Visual and Sparse Textual Prompts via SAM. | Jin Wei, Yaqiang Wu, Jiayi Yan, Zeng Li, Zhen Xu, Yu Zhou, Lingling Zhang, Qianying Wang |
| 2026 | AAAI | Encode Geometric Diagram as Geo-Graph in Geometry Problem Solving. | Wenjun Wu, Lingling Zhang, Bo Zhao, Bo Li, Xinyu Zhang, Yaqiang Wu |
| 2026 | AAAI | MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning. | Jian Zhang, Zhiyuan Wang, Zhangqi Wang, Fangzhi Xu, Qika Lin, Lingling Zhang, Rui Mao, Erik Cambria, Jun Liu |
| 2026 | ACL | PhysPRM: A Generative Process Reward Model with Fine-grained Diagnosis for Physics Problem Solving. | Yuxuan Dong, Xinyu Zhang, Lingling Zhang, Han Lai, Pengyu Li, Bifan Wei, Yaqiang Wu, Jun Liu |
| 2026 | ACL | GeoLaux: A Benchmark for Evaluating MLLMs' Geometry Performance on Long-Step Problems Requiring Auxiliary Lines. | Yumeng Fu, Jiayin Zhu, Lingling Zhang, Wenjun Wu, Bo Zhao, Shaoxuan Ma, Yushun Zhang, Jun Liu |
| 2026 | ACL | Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents. | Yifei Li, Weidong Guo, Lingling Zhang, Rongman Xu, Muye Huang, Hui Liu, Lijiao Xu, Yu Xu, Jun Liu |
| 2026 | ACL | AGTAO: Robust and Stabilized LLM Unlearning via Adversarial Gating Training with Adaptive Orthogonality. | Pengyu Li, Lingling Zhang, Zhitao Gao, Yanrui Wu, Yuxuan Dong, Huan Liu, Bifan Wei, Jun Liu |
| 2026 | ACL | G-HiRel: Enhancing the Adaption to Knowledge Updating for Large Language Model Reasoning. | Yudai Pan, Jiajie Hong, Tianzhe Zhao, Lingyun Song, Lingling Zhang, Yixin Chen, Xuequn Shang |
| 2026 | ACL | MAXS: Meta-Adaptive Exploration with LLM Agents. | Jian Zhang, Zhiyuan Wang, Zhangqi Wang, Yu He, Haoran Luo, Li Yuan, Lingling Zhang, Rui Mao, Qika Lin, Jun Liu |
| 2026 | ACL | Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving. | Xinyu Zhang, Yuchen Wan, Boxuan Zhang, Zesheng Yang, Lingling Zhang, Bifan Wei, Jun Liu |
| 2026 | ACL | OptiVerse: A Comprehensive Benchmark towards Optimization Problem Solving. | Xinyu Zhang, Boxuan Zhang, Yuchen Wan, Lingling Zhang, YiXing Yao, Bifan Wei, Yaqiang Wu, Jun Liu |
| 2026 | WWW | Decentralized in Name Only: The Centralization of DAO Labor. | Lingling Zhang, Morteza Zihayat, Ebrahim Bagheri |
| 2025 | AAAI | EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding. | Muye Huang, Han Lai, Xinyu Zhang, Wenjun Wu, Jie Ma, Lingling Zhang, Jun Liu |
| 2025 | AAAI | VProChart: Answering Chart Question Through Visual Perception Alignment Agent and Programmatic Solution Reasoning. | Muye Huang, Lingling Zhang, Han Lai, Wenjun Wu, Xinyu Zhang, Jun Liu |
| 2025 | ACL | PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning. | Xinyu Zhang, Yuxuan Dong, Yanrui Wu, Jiaxing Huang, Chengyou Jia, Basura Fernando, Mike Zheng Shou, Lingling Zhang, Jun Liu |
| 2025 | CIKM | EI-KGC: A Knowledge Graph Completion Model Based on Fine-Grained Element Interactions. | Dong Li, Lingling Zhang, Yuhang Fan, Jingyou Sun, Xinyu Zhang, Baoyan Song |
| 2025 | DAC | LearnGraph: A Learning-Based Architecture for Dynamic Graph Processing. | Lingling Zhang, Yijian Wu, Hong Jiang, Ziyu Zhou, Tiancheng Lu |
| 2025 | EMNLP | Diagram-Driven Course Questions Generation. | Xinyu Zhang, Lingling Zhang, Yanrui Wu, Muye Huang, Wenjun Wu, Bo Li, Shaowei Wang, Basura Fernando, Jun Liu |
| 2025 | KDD | SAGE: Scale-Aware Gradual Evolution for Continual Knowledge Graph Embedding. | Yifei Li, Lingling Zhang, Hang Yan, Tianzhe Zhao, Zihan Ma, Muye Huang, Jun Liu |
| 2025 | VTC | Two-Stage DRL for Dynamic Resource Allocation in SAGIN-Enabled URLLC. | Lingling Zhang, Yuan Zhang |
| 2025 | SIGIR | GlFoMR: A Glance-then-Focus Multimodal Reasoning Framework for Diagram Question Answering. | Yaxian Wang, Bifan Wei, Jun Liu, Lingling Zhang, Shuting He, Jun Li, Qika Lin |
| 2024 | ACL | When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models. | Jiaxin Wang, Lingling Zhang, Wee Sun Lee, Yujie Zhong, Liwei Kang, Jun Liu |
| 2024 | CVPR | CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering. | Shaowei Wang, Lingling Zhang, Longji Zhu, Tao Qin, Kim-Hui Yap, Xinyu Zhang, Jun Liu |
| 2024 | CVPR | E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator. | Wenjun Wu, Lingling Zhang, Jun Liu, Xi Tang, Yaxian Wang, Shaowei Wang, Qianying Wang |
| 2024 | HCI | Analysis and Research on the Influencing Factors of Kinesthetic Orientation. | Lingling Zhang, Minxia Liu, Kai Li, Sitao Wang, Zhongxing Luo, Dandan Xie, Yu Gu, Mohammad Shidujaman |
| 2024 | ICDE | Contrastive Graph Representations for Logical Formulas Embedding (Extended Abstract). | Qika Lin, Jun Liu, Lingling Zhang, Yudai Pan, Xin Hu, Fangzhi Xu, Hongwei Zeng |
| 2024 | WWW | A Symbolic Rule Integration Framework with Logic Transformer for Inductive Relation Prediction. | Yudai Pan, Jun Liu, Tianzhe Zhao, Lingling Zhang, Yun Lin, Jin Song Dong |
| 2023 | AAAI | GPTR: Gestalt-Perception Transformer for Diagram Object Detection. | Xin Hu, Lingling Zhang, Jun Liu, Jinfu Fan, Yang You, Yaqiang Wu |
| 2023 | APWEB | Diversified Group Recommendation Model for Social Network. | Dong Li, Zhenshuo Liu, Zhanghui Wang, Jin Liu, Yue Kou, Lingling Zhang |
| 2023 | ICDE | Efficiently Sampling and Estimating Hypergraphs By Hybrid Random Walk. | Lingling Zhang, Zhiwei Zhang, Guoren Wang, Ye Yuan |
| 2023 | IJCAI | Diagram Visual Grounding: Learning to See with Gestalt-Perceptual Attention. | Xin Hu, Lingling Zhang, Jun Liu, Xinyu Zhang, Wenjun Wu, Qianying Wang |
| 2022 | EMNLP | Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations. | Yudai Pan, Jun Liu, Lingling Zhang, Tianzhe Zhao, Qika Lin, Xin Hu, Qianying Wang |
| 2022 | EMNLP | MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering. | Jiaxin Wang, Lingling Zhang, Jun Liu, Xi Liang, Yujie Zhong, Yaqiang Wu |
| 2022 | SIGIR | Incorporating Context Graph with Logical Reasoning for Inductive Relation Prediction. | Qika Lin, Jun Liu, Fangzhi Xu, Yudai Pan, Yifan Zhu, Lingling Zhang, Tianzhe Zhao |
| 2022 | SIGIR | Logiformer: A Two-Branch Graph Transformer Network for Interpretable Logical Reasoning. | Fangzhi Xu, Jun Liu, Qika Lin, Yudai Pan, Lingling Zhang |
| 2021 | SIGIR | Learning Discriminative Neural Representations for Event Detection. | Jinzhi Liao, Xiang Zhao, Xinyi Li, Lingling Zhang, Jiuyang Tang |
| 2020 | AAAI | SPARQA: Skeleton-Based Semantic Parsing for Complex Questions over Knowledge Bases. | Yawei Sun, Lingling Zhang, Gong Cheng, Yuzhong Qu |
| 2020 | AMIA | Personal Cognitive Health Library. | Lingling Zhang, Ning An, Huitong Ding, Ning Xie, Chi Zhang, Gil Alterovitz |
| 2020 | CIKM | Graph Few-shot Learning with Attribute Matching. | Ning Wang, Minnan Luo, Kaize Ding, Lingling Zhang, Jundong Li, Qinghua Zheng |
| 2020 | CVPR | ZSTAD: Zero-Shot Temporal Activity Detection. | Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Sen Wang, Zongyuan Ge, Alexander G. Hauptmann |
| 2020 | ICIS | How Users Drive Platform Value. | Zhou Zhou, Lingling Zhang, Marshall W. Van Alstyne |
| 2020 | VTS | Reliability Evaluation of Turbo Decoders Implemented on SRAM-FPGAs. | Zhen Gao, Lingling Zhang, Ruishi Han, Pedro Reviriego, Zhiqiang Li |
| 2019 | EWSN | A Dynamic Erasure Code Based on Block Code. | Yulong Meng, Lingling Zhang, Dong Xu, Zhiyun Guan, Long Ren |
| 2019 | ICDE | T-Sample: A Dual Reservoir-Based Sampling Method for Characterizing Large Graph Streams. | Lingling Zhang, Hong Jiang, Fang Wang, Dan Feng, Yanwen Xie |
| 2018 | HCI | Usability Assessment of a Web-Based Self-Directed Learning (SDL) System for Chinese Dementia Caregivers. | Lingling Zhang, Jie Yang Shair, Yong Wang, Rongcan Li, Hongtu Chen |
| 2018 | ICCS | Research on Stock Price Forecast Based on News Sentiment Analysis - A Case Study of Alibaba. | Lingling Zhang, Saiji Fu, Bochen Li |
| 2018 | ICCS | Research on Technology Foresight Method Based on Intelligent Convergence in Open Network Environment. | Minghui Zhao, Lingling Zhang, Libin Zhang, Feng Wang |
| 2017 | IJCAI | Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression. | Minnan Luo, Lingling Zhang, Feiping Nie, Xiaojun Chang, Buyue Qian, Qinghua Zheng |
| 2013 | ICCS | Sectoral Diversification and the Banks' Return and Risk: Evidence from Chinese Listed Commercial Banks. | Yibing Chen, Xianhua Wei, Lingling Zhang, Yong Shi |
| 2011 | ICDM | Post Mining of Multiple Criteria Linear Programming Classification Model for Actionable Knowledge in Credit Card Churning Management. | Yibing Chen, Lingling Zhang, Yong Shi |
| 2010 | ICDM | Find Intelligent Knowledge by Second-Order Mining: Three Cases from China. | Guangli Nie, Lingling Zhang, Yuejin Zhang, Wei Deng, Yong Shi |
| 2010 | ISKE | Cyclo-stationary detection of the Spectrum holes under blind parameters in cognitive radio. | Chengkai Tang, Baowang Lian, Lingling Zhang |
| 2010 | ISKE | Joint detection of cyclostationary and energy in cognitive radio. | Yi Zhang, Lingling Zhang, Chengkai Tang |
| 2009 | ICCS | Retail Exposures Credit Scoring Models for Chinese Commercial Banks. | Yihan Yang, Guangli Nie, Lingling Zhang |
| 2009 | ICCS | The Measurement of Distinguishing Ability of Classification in Data Mining Model and Its Statistical Significance. | Lingling Zhang, Qingxi Wang, Jie Wei, Xiao Wang, Yong Shi |
| 2008 | APWEB | The Knowledge Discovery Research on User's Mobility of Communication Service Provider. | Lingling Zhang, Jun Li, Guangli Nie, Haiming Fu |
| 2007 | ICCS | A Combined Web Mining Model and Its Application in Crisis Management. | Xingsen Li, Lingling Zhang, Maoliang Ding, Yong Shi, Jun Li |
| 2006 | ICDM | The Analysis on the Customers Churn of Charge Email Based on Data Mining Take One Internet Company for Example. | Guangli Nie, Lingling Zhang, Xingsen Li, Yong Shi |
| 2002 | JELIA | Theoretical and Empirical Aspects of a Planner in a Multi-agent Environment. | Jrgen Dix, Hctor Muoz-Avila, Dana S. Nau, Lingling Zhang |
| 2001 | SIGMETRICS | Alternative techniques for the efficient acquisition of haptic data. | Cyrus Shahabi, Mohammad R. Kolahdouzan, Greg Barish, Roger Zimmermann, Shu-Yuen Didi Yao, Kun Fu, Lingling Zhang |