| 2026 | AAAI | RipAlert: A Future-Frame-Aware Framework for Rip Current Forecasting and Early Alerting. | Meng Wang, Qi Su, Zhixin Xia, Kanglin Chen, Jue Wang, Tiantian Liu, Rongqiang Cao, Hui Cui, Peng Shi, Yangang Wang, Liqiang Feng, Zhenbing Zhao |
| 2026 | KSEM | SEEDTrans: Interpretable Day-Ahead Photovoltaic Power Forecasting with Multi-level Series Decomposition Transformer. | Zhikuang Xin, Meng Wan, Benxi Tian, Jue Wang, Zhihan Yang, Peng Shi, Haikuo Zhang, Rongqiang Cao, Kai Li, Xiaoguang Wang, Xue Miao, Zhenbing Zhao, Yangang Wang |
| 2026 | WCNC | Energy Minimization of Connectivity-Aware Cargo Unmanned Aerial Vehicles. | Fahui Wu, Peng Shi, Qinpei Liu, Dingcheng Yang, Yu Xu, Huabing Lu, Lin Xiao |
| 2025 | ICASSP | PPDformer: Channel-Specific Periodic Patch Division for Time Series Forecasting. | Meng Wan, Qi Su, Huan Hao, Jue Wang, Yuexiu Cui, Yuxuan Bi, Rongqiang Cao, Peng Shi, Yangang Wang, Zonghua Qiu, Zongshan Zhang |
| 2025 | ICCV | HRScene: How Far are VLMs from Effective High-Resolution Image Understanding? | Yusen Zhang, Wenliang Zheng, Aashrith Madasu, Peng Shi, Ryo Kamoi, Hao Zhou, Zhuoyang Zou, Shu Zhao, Sarkar Snigdha Sarathi Das, Vipul Gupta, Xiaoxin Lu, Nan Zhang, Ranran Haoran Zhang, Avitej Iyer, Renze Lou, Wenpeng Yin, Rui Zhang |
| 2025 | IJCAI | SEP: A General Lossless Compression Framework with Semantics Enhancement and Multi-Stream Pipelines. | Meng Wan, Rongqiang Cao, Yanghao Li, Jue Wang, Zijian Wang, Qi Su, Lei Qiu, Peng Shi, Yangang Wang, Chong Li |
| 2025 | IJCAI | AdaR: An Adaptive Gradient Method with Cyclical Restarting of Moment Estimations. | Yangchuan Wang, Lianhong Ding, Peng Shi |
| 2025 | IJCAI | MCloudNet: An Ultra-Short-Term Photovoltaic Power Forecasting Framework With Multi-Layer Cloud Coverage. | Meng Wan, Tiantian Liu, Yuxuan Bi, Jue Wang, Hui Cui, Rongqiang Cao, Jiaxiang Wang, Peng Shi, Ningming Nie, Yangang Wang |
| 2025 | KSEM | PAformer: Transformer with Learnable Period Detection and Periodic Attention for Multivariate Time Series. | Meng Wan, Huan Hao, Yuxuan Bi, Jue Wang, Qi Su, Fang Liu, Peng Shi, Xueyan Wei, Yangang Wang, Shulong Wang, Helian Wu |
| 2025 | NAACL | You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL. | Hideo Kobayashi, Wuwei Lan, Peng Shi, Shuaichen Chang, Jiang Guo, Henghui Zhu, Zhiguo Wang, Patrick Ng |
| 2025 | SMC | Active Adaptation Control for Reconfigurable Vehicles Based on Collaborative Fault-Tolerant Mechanism. | Jianxiang Wang, Biao Liu, Tao Jiang, Yue Yang, Yaoyao Tan, Xiaojie Su, Peng Shi |
| 2025 | SMC | Distributed bipartite tracking control for heterogeneous multi-agent systems with hierarchical framework. | Yize Yang, Peng Shi, Bing Yan, Junkang Ni |
| 2025 | SMC | Finite-time RCBF-based cooperative control of heterogeneous multi-agent systems for forest monitoring. | Bing Yan, Junkang Ni, Wenqi Shen, Peng Shi |
| 2025 | SACI | Consensus and Formation Control for Multi-agent Systems. | Peng Shi |
| 2024 | COLING | Construction of Paired Knowledge Graph - Text Datasets Informed by Cyclic Evaluation. | Ali Mousavi, Xin Zhan, He Bai, Peng Shi, Theodoros Rekatsinas, Benjamin Han, Yunyao Li, Jeffrey Pound, Joshua M. Susskind, Natalie Schluter, Ihab F. Ilyas, Navdeep Jaitly |
| 2024 | FIE | Visualizing Program Behavior: A Study of Enhanced Program Diagrams Using LLM. | Ying Li, Runze Yang, ShiJie Gui, Peng Shi, Xuefei Huang, Da Yang, Xiaozhou Zhang, Yiming Gai |
| 2024 | FIE | ProgMate: An Intelligent Programming Assistant Based on LLM. | Ying Li, Runze Yang, Xiantao Zhang, Peng Shi, Da Yang, Xuefei Huang |
| 2024 | ICMLC | Data-based Stabilization of Unknown Discrete-time 2-D Roesser Systems. | Runmin Yang, Rongni Yang, Renjie Ma, Yanzheng Zhu, Peng Shi |
| 2024 | SMC | Improved Event-triggered Approximate Optimal Control for Nonlinear Nonzero-sum Games Using Reinforcement Learning. | Pengda Liu, Huiyan Zhang, Peng Shi, Imre J. Rudas |
| 2024 | SMC | Event-Triggered Unified Performance State Estimation for Neural Networks with Time-Varying Delays. | Yufeng Tian, Xiaojie Su, Peng Shi, Pter Galambos, Chao Shen, Linsong Zhang |
| 2024 | SISY | Cybersecurity: Issues and Challenges. | Peng Shi |
| 2023 | EMNLP | Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning. | Sarkar Snigdha Sarathi Das, Haoran Zhang, Peng Shi, Wenpeng Yin, Rui Zhang |
| 2023 | EMNLP | Video-Text Retrieval by Supervised Sparse Multi-Grained Learning. | Yimu Wang, Peng Shi |
| 2023 | ICLR | Binding Language Models in Symbolic Languages. | Zhoujun Cheng, Tianbao Xie, Peng Shi, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu |
| 2023 | ICMLC | On Reinforcement Learning in Stabilizability of Probabilistic Boolean Control Networks. | Lin Lin, James Lam, Peng Shi, Michael K. Ng, Hak-Keung Lam |
| 2023 | ICMLC | Semi-Tensor Product Based Control of Discrete-Time Switched Systems. | Qilong Sun, Rongni Yang, Peng Shi |
| 2023 | ICMLC | Event-Triggered $\mathcal{H}_{\infty}$ Output Control for Flexible Robot Arm Under Semi-Markov Stochastic Uncertainties and Hybrid Attacks. | Huiyan Zhang, Zixian Chen, Rongni Yang, Bin Xing, Peng Shi |
| 2023 | SMC | Data-Driven Safe Formation Control for Multi-Agent Systems and Its Applications in Multi-UGV Systems. | Bing Yan, Peng Shi, Daotong Zhang, Yize Yang |
| 2023 | SMC | Adaptive Perturbation Suppression Control for Multiple Nonholonomic Mobile Robot Clusters Against Composite Motion Constraints. | Zhi Zheng, Xiaojie Su, Tao Jiang, Peng Shi |
| 2023 | SC | ANT-MOC: Scalable Neutral Particle Transport Using 3D Method of Characteristics on Multi-GPU Systems. | Shunde Li, Zongguo Wang, Lingkun Bu, Jue Wang, Zhikuang Xin, Shigang Li, Yangang Wang, Yangde Feng, Peng Shi, Yun Hu, Xuebin Chi |
| 2023 | SISY | Distributed Coordination and Learning on Multi-Agent Systems. | Peng Shi |
| 2022 | AAAI | Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering. | Peng Shi, Patrick Ng, Feng Nan, Henghui Zhu, Jun Wang, Jiarong Jiang, Alexander Hanbo Li, Rishav Chakravarti, Donald Weidner, Bing Xiang, Zhiguo Wang |
| 2022 | ACL | Better Language Model with Hypernym Class Prediction. | He Bai, Tong Wang, Alessandro Sordoni, Peng Shi |
| 2022 | EMNLP | Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup. | Peng Shi, Linfeng Song, Lifeng Jin, Haitao Mi, He Bai, Jimmy Lin, Dong Yu |
| 2022 | EMNLP | XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing. | Peng Shi, Rui Zhang, He Bai, Jimmy Lin |
| 2022 | EMNLP | UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models. | Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu |
| 2021 | AAAI | Segatron: Segment-Aware Transformer for Language Modeling and Understanding. | He Bai, Peng Shi, Jimmy Lin, Yuqing Xie, Luchen Tan, Kun Xiong, Wen Gao, Ming Li |
| 2021 | AAAI | Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training. | Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Ccero Nogueira dos Santos, Bing Xiang |
| 2021 | ACL | Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2. | He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Jie Liu, Ming Li |
| 2021 | ACL | Logic-Consistency Text Generation from Semantic Parses. | Chang Shu, Yusen Zhang, Xiangyu Dong, Peng Shi, Tao Yu, Rui Zhang |
| 2021 | ICMLC | Neural-Based Hierarchical Formation Control of Mixed-Order Multi-Agent Systems. | Yang Fei, Xin Yuan, Peng Shi, Cheng-Chew Lim |
| 2021 | SMC | A Systematic Robust Control Method for Marine Surface Vehicles. | Laura Celentano, Michael V. Basin, Peng Shi |
| 2021 | SMC | Sliding Mode Output Feedback Control of Markovian Jump Systems via Event-triggered Scheme. | Chunlian Wang, Xiaojie Su, Peng Shi |
| 2021 | SMC | An XGBoost-Based Vulnerability Analysis of Smart Grid Cascading Failures under Topology Attacks. | Meng Zhang, Shan Fu, Jun Yan, Huiyan Zhang, Chenhao Lin, Chao Shen, Peng Shi |
| 2021 | SMC | Decentralized Event-Triggered Output Feedback Control for Nonlinear Networked Interconnected Systems under Multiple Cyber Attacks. | Ning Zhao, Peng Shi, Huiyan Zhang |
| 2020 | EMNLP | Cross-Lingual Training of Neural Models for Document Ranking. | Peng Shi, He Bai, Jimmy Lin |
| 2020 | ICMLC | Uncertainty-Observer-Based Dynamic Sliding Mode Formation Control for Multi-Agent Systems. | Yang Fei, Xin Yuan, Peng Shi, Cheng-Chew Lim |
| 2020 | IJCNN | Mining Knowledge within Categories in Global and Local Fashion for Multi-Label Text Classification. | Sheng Bi, Peng Shi, Yuntao Du, Bin Jin, Lingshuang Yu |
| 2019 | CEC | A Hybrid Evolutionary Strategy to Optimise Early-Stage Cancer Screening. | Grazziela P. Figueredo, Peng Shi, Andrew J. Parkes, Keith Evans, Jonathan M. Garibaldi, Ola Negm, Patrick James Tighe, Herbert F. Sewell, John Robertson |
| 2019 | EMNLP | Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling. | Jinfeng Rao, Linqing Liu, Yi Tay, Hsiu-Wei Yang, Peng Shi, Jimmy Lin |
| 2019 | EMNLP | Aligning Cross-Lingual Entities with Multi-Aspect Information. | Hsiu-Wei Yang, Yanyan Zou, Peng Shi, Wei Lu, Jimmy Lin, Xu Sun |
| 2019 | ICMLC | Predictive Modeling and Control of Energy Demand for Hybrid Electric Vehicle Systems. | Di Shen, Cheng-Chew Lim, Peng Shi |
| 2019 | ICMLC | Development of Rule-Based Agents for Autonomous Parking Systems by Association Rules Mining. | Xin Yuan, Michael John Liebelt, Peng Shi, Braden J. Phillips |
| 2019 | ICTAI | RegCNN: A Deep Multi-output Regression Method for Wastewater Treatment. | Luoyi Zhang, Xiaowen Ma, Peng Shi, Sheng Bi, Chongjun Wang |
| 2019 | NAACL | Simple Attention-Based Representation Learning for Ranking Short Social Media Posts. | Peng Shi, Jinfeng Rao, Jimmy Lin |
| 2019 | SMC | Deep Learning for Bipartite Assignment Problems. | Daniel Gibbons, Cheng-Chew Lim, Peng Shi |
| 2018 | COLING | Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia. | Michael Azmy, Peng Shi, Jimmy Lin, Ihab F. Ilyas |
| 2018 | NAACL | Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks. | Salman Mohammed, Peng Shi, Jimmy Lin |
| 2017 | ICVS | Visual Tracking and Servoing System for Experiment of Optogenetic Control of Brain Activity. | Qinghai Liao, Ming Liu, Wenchong Zhang, Peng Shi |
| 2016 | EMNLP | Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network. | Peng Shi, Zhiyang Teng, Yue Zhang |
| 2016 | IECON | Event-triggered fault detection for discrete-time networked control systems. | Yu-Long Wang, Peng Shi, Cheng-Chew Lim |
| 2015 | IECON | Resilient estimation for a class of Markov jump linear systems with unideal measurements and its application to robot arm systems. | Lixian Zhang, Yanzheng Zhu, Peng Shi |
| 2015 | SMC | Delay-Dependent Exponential Stability for Neutral Stochastic Markov Neural Networks with Time-Varying Delay. | Huabin Chen, Peng Shi, Cheng-Chew Lim |
| 2015 | SMC | Matching Based Formation Control and Analysis of Large-Scale Multi-agent Systems. | Hongjun Yu, Peng Shi, Cheng-Chew Lim |
| 2015 | WSC | Performance evaluation of batch median for gun-missile simulation system analysis. | Peng Shi, Xiaodong Peng |
| 2015 | WSC | Concurrent design process for APT system simulation. | Peng Shi, Yi Yang |
| 2014 | APWEB | Understanding Popularity Evolution Patterns of Hot Topics Based on Time Series Features. | Changjun Hu, Ying Hu, Wenwen Xu, Peng Shi, Shushen Fu |
| 2014 | IECON | High performance H∞ control of non-minimum phase Active Magnetic Bearing system. | Amin Noshadi, Juan Shi, Wee Sit Lee, Peng Shi, Akhtar Kalam |
| 2014 | UIC | Trust-E: A Trusted Embedded Operating System Based on the ARM Trustzone. | Xia Yang, Peng Shi, Bo Tian, Bing Zeng, Wei Xiao |
| 2009 | SODA | Approximation algorithms for restless bandit problems. | Sudipto Guha, Kamesh Munagala, Peng Shi |
| 2008 | ICPR | Topological structure-based alignment for fingerprint Fuzzy Vault. | Jianjie Li, Xin Yang, Jie Tian, Peng Shi, Peng Li |
| 2008 | IPCO | The Stochastic Machine Replenishment Problem. | Kamesh Munagala, Peng Shi |
| 2007 | SNPD | Robust Stability of Uncertain Cellular Neural Networks with Time-Varying Delays. | Lianqing Su, Zhifeng Gao, Jiqing Qiu, Peng Shi |
| 2006 | CIARP | Fast Fingerprint Matching Based on the Novel Structure Combining the Singular Point with Its Neighborhood Minutiae. | Peng Shi, Jie Tian, Weihua Xie, Xin Yang |
| 1998 | ICONIP | Kalman Filtering Design for Nonlinear Systems with Parametric Uncertainties. | C. Yalin Kaya, Peng Shi, Yan Shi |
| 1998 | ICONIP | Disturbance Attenuation for Systems Governed by Markov Decision Processes. | Peng Shi, El Kbir Boukas, Yan Shi, Ramesh K. Agarwal |
| 1998 | ICONIP | On Designing of Learning Rates in the Neuro-Fuzzy Learning Algorithm. | Yan Shi, Masaharu Mizumoto, Peng Shi |
| 1997 | ICONIP | Tuning Fuzzy Rules Based on Fuzzy Clustering and Neuro-Fuzzy Methods. | Y. Shi, Masaharu Mizumoto, Peng Shi |
| 1997 | ICONIP | H2 Filtering of Continuous-Time Systems with Jumps and Norm-Bounded Uncertainties. | Peng Shi, Y. Shi |
| 1997 | ICONIP | Robust Control of Bilinear Systems in the Presence of Parametric Uncertainty. | Peng Shi, Shyh-Pyng Shue, Y. Shi, Ramesh K. Agarwal |