| 2025 | AAAI | TG-LLaVA: Text Guided LLaVA via Learnable Latent Embeddings. | Dawei Yan, Pengcheng Li, Yang Li, Hao Chen, Qingguo Chen, Weihua Luo, Wei Dong, Qingsen Yan, Haokui Zhang, Chunhua Shen |
| 2025 | CVPR | Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation. | Chuandong Liu, Xingxing Weng, Shuguo Jiang, Pengcheng Li, Lei Yu, Gui-Song Xia |
| 2025 | EMNLP | EMO-RL: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition. | Pengcheng Li, Botao Zhao, Zuheng Kang, Junqing Peng, Xiaoyang Qu, Yayun He, Jianzong Wang |
| 2025 | ICA3PP | Low-Cost Approximate Floating-Point Multiplier Design Based on SSA and Sparse Processing. | Xin Peng, Pengcheng Li, Gang Chen, Mingche Lai, Lin Deng, Qianmin Yang, Yongwen Wang, Libo Huang |
| 2025 | IJCNN | CourseLRec: Leveraging Large Language Models for Personalized Course Recommendations. | Zelin Cao, Baolin Yi, Xiaoxuan Shen, Huanyu Zhang, Pengcheng Li, Jianfang Liu, Wei Wang |
| 2025 | MSWIM | DRL-OFC: A Dual-Perception Online Fountain Coding Scheme for Underwater Acoustic Sensor Networks. | Wenjie Li, Ruidong Xie, Qiuling Yang, Pengcheng Li, Azzedine Boukerche, Rongxin Zhu |
| 2025 | MSWIM | DV-Hop Localization Algorithm Optimized by NSGA-II for UWSNs. | Pengcheng Li, Qiuling Yang, Shihao Chan, Daoxu Qin, Azzedine Boukerche, Rongxin Zhu |
| 2024 | COLING | Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance. | Kai Zhang, Pengcheng Li, Kaisong Song, Xurui Li, Yangyang Kang, Xuhong Zhang, Xiaozhong Liu |
| 2024 | CSCWD | Medical Speech Symptoms Classification via Disentangled Representation. | Jianzong Wang, Pengcheng Li, Xulong Zhang, Ning Cheng, Jing Xiao |
| 2024 | EMNLP | IDEAW: Robust Neural Audio Watermarking with Invertible Dual-Embedding. | Pengcheng Li, Xulong Zhang, Jing Xiao, Jianzong Wang |
| 2024 | GLOBECOM | Dynamic Slice-Based Privacy-Preserving Data Aggregation for UWSNs. | Pengcheng Li, Rongxin Zhu, Azzedine Boukerche, Qiuling Yang |
| 2024 | IJCNN | MAIN-VC: Lightweight Speech Representation Disentanglement for One-shot Voice Conversion. | Pengcheng Li, Jianzong Wang, Xulong Zhang, Yong Zhang, Jing Xiao, Ning Cheng |
| 2024 | IJCNN | ConTuner: Singing Voice Beautifying with Pitch and Expressiveness Condition. | Jianzong Wang, Pengcheng Li, Xulong Zhang, Ning Cheng, Jing Xiao |
| 2024 | IJCNN | Long and Short-Term User Intent Learning for Sequence Recommendation. | Zhiwei Zhang, Fuzhen Sun, Pengcheng Li, Wenxuan Zhang, Shaoqing Wang, Tianhui Wu |
| 2024 | NPC | Cross-Layer Intrusion Detection in UWSNs Using an Optimized CNN-LSTM Model. | Pengcheng Li, Qiuling Yang, Miao Wei, Rongxin Zhu |
| 2024 | PRICAI | A Facial Expression Recognition Model Based on a Hybrid Attention Mechanism with Multiple Information Spaces and Channels. | Weizhi Xie, Yifeng Yao, Pengcheng Li |
| 2023 | CVPR | Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection. | Chuandong Liu, Chenqiang Gao, Fangcen Liu, Pengcheng Li, Deyu Meng, Xinbo Gao |
| 2023 | ICONIP | CRE: An Efficient Ciphertext Retrieval Scheme Based on Encoder. | Kejun Zhang, Shaofei Xu, Pengcheng Li, Duo Zhang, Wenbin Wang, Bing Zou |
| 2023 | ICPADS | A Signal Contour Extraction Algorithm based on Canny Operator and its Application in Bionic Communication. | Xiangdang Huang, Jiangyi Zhang, Pengcheng Li, Shihao Chan, Kaiwei Lian, Yanxia Chen |
| 2023 | ICPADS | Combined Coding Technique for Bionic Covert Underwater Acoustic Communication Based on the Cetacean Click Group. | Qiuling Yang, Tian Li, Pengcheng Li, Jiaqi Shen, Yanxia Chen |
| 2023 | IWCMC | Resilience In-Band Control Path Routing in Blockchain-Based Multi-Domain SDN. | Xingpeng Lei, Yanbo Song, Jiaqi Lin, Tao Feng, Pengcheng Li, Yao Wang, Chungang Yang |
| 2022 | VTC | Resilience Network Controller Design for Multi-Domain SDN: A BDI-based Framework. | Yanbo Song, Xianming Gao, Pengcheng Li, Chungang Yang |
| 2022 | SC | Predicting Reuse Interval for Optimized Web Caching: An LSTM-Based Machine Learning Approach. | Pengcheng Li, Yixin Guo, Yongbin Gu |
| 2022 | SC | Graph Neural Networks Based Memory Inefficiency Detection Using Selective Sampling. | Pengcheng Li, Yixin Guo, Yingwei Luo, Xiaolin Wang, Zhenlin Wang, Xu Liu |
| 2021 | DAC | GRAPHSPY: Fused Program Semantic Embedding through Graph Neural Networks for Memory Efficiency. | Yixin Guo, Pengcheng Li, Yingwei Luo, Xiaolin Wang, Zhenlin Wang |
| 2021 | ICONIP | Video Summarization by DiffPointer-GAN. | Fangyuan Ke, Pengcheng Li, Wenlian Lu |
| 2021 | MOBICOM | Hermes: an efficient federated learning framework for heterogeneous mobile clients. | Ang Li, Jingwei Sun, Pengcheng Li, Yu Pu, Hai Li, Yiran Chen |
| 2020 | CIKM | Improving Multi-Scenario Learning to Rank in E-commerce by Exploiting Task Relationships in the Label Space. | Pengcheng Li, Runze Li, Qing Da, Anxiang Zeng, Lijun Zhang |
| 2020 | ICCD | High Throughput CNN Inference and Training with In-Cache Computation. | Xiaowei Wang, Li Zhao, Pengcheng Li |
| 2019 | ASPLOS | Beating OPT with Statistical Clairvoyance and Variable Size Caching. | Pengcheng Li, Colin Pronovost, William Wilson, Benjamin Tait, Jie Zhou, Chen Ding, John Criswell |
| 2019 | IJCAI | Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss. | Pengcheng Li, Jinfeng Yi, Bowen Zhou, Lijun Zhang |
| 2019 | Interspeech | Improving Aggregation and Loss Function for Better Embedding Learning in End-to-End Speaker Verification System. | Zhifu Gao, Yan Song, Ian McLoughlin, Pengcheng Li, Yiheng Jiang, Li-Rong Dai |
| 2018 | HPCC | The DQN Model Based on the Dual Network for Direct Marketing. | Pengcheng Li |
| 2018 | ICDM | Query-Efficient Black-Box Attack by Active Learning. | Pengcheng Li, Jinfeng Yi, Lijun Zhang |
| 2018 | ICONIP | Prediction of Taxi Demand Based on ConvLSTM Neural Network. | Pengcheng Li, Min Sun, Mingzhou Pang |
| 2018 | ICPR | An Efficient Budget Allocation Algorithm for Multi-Channel Advertising. | Xingfu Wang, Pengcheng Li, Ammar Hawbani |
| 2018 | Interspeech | An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition. | Pengcheng Li, Yan Song, Ian McLoughlin, Wu Guo, Lirong Dai |
| 2017 | PPoPP | Thread Data Sharing in Cache: Theory and Measurement. | Hao Luo, Pengcheng Li, Chen Ding |
| 2016 | IGARSS | Classification of PolSAR image with non-negative tensor factorization approach. | Shuiping Gou, Wenshuai Chen, Yizhou Liu, Pengcheng Li, Licheng Jiao |
| 2016 | ISPASS | Compositional model of coherence and NUMA effects for optimizing thread and data placement. | Hao Luo, Jacob Brock, Pengcheng Li, Chen Ding, Chencheng Ye |
| 2016 | PPoPP | Data-centric combinatorial optimization of parallel code. | Hao Luo, Guoyang Chen, Pengcheng Li, Chen Ding, Xipeng Shen |
| 2015 | CCGRID | Assessing Safe Task Parallelism in SPEC 2006 INT. | Tongxin Bai, Chen Ding, Pengcheng Li |
| 2014 | ICPP | Code Layout Optimization for Defensiveness and Politeness in Shared Cache. | Pengcheng Li, Hao Luo, Chen Ding, Ziang Hu, Handong Ye |
| 2013 | PLDI | All-window data liveness. | Pengcheng Li, Chen Ding |
| 2009 | ISNN | Transmission Network Planning Based on Multi-objective Evolutionary Algorithm of Transportation Theory. | Ping Huang, Yao Zhang, Pengcheng Li, Kangshun Li |
| 2009 | ISVC | Robust 3D Marker Localization Using Multi-spectrum Sequences. | Pengcheng Li, Jun Cheng, Ruifeng Yuan, Wenchuang Zhao |