| 2026 | AAAI | LLaVA-UHD v2: Exploiting Hierarchical Vision Granularity in MLLMs via Inverse Semantic Pyramid. | Yipeng Zhang, Yifan Liu, Zonghao Guo, Yidan Zhang, Xuesong Yang, Xiaoying Zhang, Chi Chen, Jun Song, Yuan Yao, Tat-Seng Chua, Maosong Sun |
| 2026 | AAAI | Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning. | Yipeng Zhang, Xin Wang, Hong Chen, Junwei Pan, Qian Li, Jun Zhang, Jie Jiang, Hong Mei, Wenwu Zhu |
| 2026 | WWW | SEER: Set Encoding for Efficient Representation in Large-Scale E-commerce. | Yining Lin, Yuming Shen, Yipeng Zhang, Canran Xu |
| 2026 | WSDM | REFLEX: Reinforcement Feedback Learning with Large Language Models for E-commerce Query Expansion. | Yipeng Zhang, Bowen Liu, Xiaoshuang Zhang, Aritra Mandal, Canran Xu, Zhe Wu |
| 2025 | AAAI | Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM. | Zirui Pan, Xin Wang, Yipeng Zhang, Hong Chen, Kwan Man Cheng, Yaofei Wu, Wenwu Zhu |
| 2025 | ACL | Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching. | Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Yipeng Zhang, Haitao Mi, Helen M. Meng |
| 2025 | ICDM | Bridging Modality Gaps in e-Commerce Products via Vision-Language Alignment. | Yipeng Zhang, Hongjun Yu, Aritra Mandal, Canran Xu, Qunzhi Zhou, Zhe Wu |
| 2025 | ICML | Rhomboid Tiling for Geometric Graph Deep Learning. | Yipeng Zhang, Longlong Li, Kelin Xia |
| 2025 | MICCAI | Self-supervised Distillation of Legacy Rule-Based Methods for Enhanced EEG-Based Decision-Making. | Yipeng Zhang, Yuanyi Ding, Chenda Duan, Atsuro Daida, Hiroki Nariai, Vwani Roychowdhury |
| 2024 | ICLR | DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation. | Hong Chen, Yipeng Zhang, Simin Wu, Xin Wang, Xuguang Duan, Yuwei Zhou, Wenwu Zhu |
| 2024 | IROS | Coarse-to-Fine Detection of Multiple Seams for Robotic Welding. | Pengkun Wei, Shuo Cheng, Dayou Li, Ran Song, Yipeng Zhang, Wei Zhang |
| 2024 | KDD | Large Language Model with Curriculum Reasoning for Visual Concept Recognition. | Yipeng Zhang, Xin Wang, Hong Chen, Jiapei Fan, Weigao Wen, Hui Xue, Hong Mei, Wenwu Zhu |
| 2024 | MOBICOM | RoboLife: Creating Autonomous Living Robots with Adaptive Human-Like Behavior. | Sihan He, Zeyu Yin, Yipeng Zhang, Wenqiang Chen |
| 2023 | ISSRE | On the Vulnerabilities of Text-to-SQL Models. | Xutan Peng, Yipeng Zhang, Jingfeng Yang, Mark Stevenson |
| 2023 | KDD | Adaptive Disentangled Transformer for Sequential Recommendation. | Yipeng Zhang, Xin Wang, Hong Chen, Wenwu Zhu |
| 2022 | ECCV | Fine-Grained Visual Entailment. | Christopher Thomas, Yipeng Zhang, Shih-Fu Chang |
| 2021 | SIGMOD | Minimizing the Regret of an Influence Provider. | Yipeng Zhang, Yuchen Li, Zhifeng Bao, Baihua Zheng, H. V. Jagadish |
| 2020 | COLING | Towards A Friendly Online Community: An Unsupervised Style Transfer Framework for Profanity Redaction. | Minh Tran, Yipeng Zhang, Mohammad Soleymani |
| 2020 | ICDE | Maxson: Reduce Duplicate Parsing Overhead on Raw Data. | Xuanhua Shi, Yipeng Zhang, Hong Huang, Zhenyu Hu, Hai Jin, Huan Shen, Yongluan Zhou, Bingsheng He, Ruibo Li, Keyong Zhou |
| 2020 | IJCAI | E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation. | Meng Lan, Yipeng Zhang, Qinning Xu, Lefei Zhang |
| 2020 | KDD | Parallel DNN Inference Framework Leveraging a Compact RISC-V ISA-based Multi-core System. | Yipeng Zhang, Bo Du, Lefei Zhang, Jia Wu |
| 2020 | MICCAI | A Smartphone-Based System for Real-Time Early Childhood Caries Diagnosis. | Yipeng Zhang, Haofu Liao, Jin Xiao, Nisreen Al Jallad, Oriana Ly-Mapes, Jiebo Luo |
| 2020 | TrustCom | A11 Your PLCs Belong to Me: ICS Ransomware Is Realistic. | Yipeng Zhang, Zhonghao Sun, Liqun Yang, Zhoujun Li, Qiang Zeng, Yueying He, Xiaoming Zhang |
| 2019 | IJCAI | Pseudo Supervised Matrix Factorization in Discriminative Subspace. | Jiaqi Ma, Yipeng Zhang, Lefei Zhang, Bo Du, Dapeng Tao |
| 2019 | IJCAI | Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure. | Yipeng Zhang, Bo Du, Lefei Zhang, Rongchun Li, Yong Dou |
| 2019 | KDD | Optimizing Impression Counts for Outdoor Advertising. | Yipeng Zhang, Yuchen Li, Zhifeng Bao, Songsong Mo, Ping Zhang |
| 2018 | ADC | Finding Influential Nodes by a Fast Marginal Ranking Method. | Yipeng Zhang, Ping Zhang, Zhifeng Bao, Zizhe Xie, Qizhi Liu, Bang Zhang |
| 2018 | ECCV | Adaptively Transforming Graph Matching. | Fudong Wang, Nan Xue, Yipeng Zhang, Xiang Bai, Gui-Song Xia |
| 2018 | GECCO | A global information based adaptive threshold for grouping large scale optimization problems. | An Chen, Yipeng Zhang, Zhigang Ren, Yang Yang, Yongsheng Liang, Bei Pang |
| 2018 | ICDM | Defect Detection from UAV Images Based on Region-Based CNNs. | Meng Lan, Yipeng Zhang, Lefei Zhang, Bo Du |
| 2018 | ICLR | Systematic Weight Pruning of DNNs using Alternating Direction Method of Multipliers. | Tianyun Zhang, Shaokai Ye, Yipeng Zhang, Yanzhi Wang, Makan Fardad |
| 2018 | IJCAI | R-SVM+: Robust Learning with Privileged Information. | Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao |
| 2018 | IJCAI | Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering. | Sihan Ma, Lefei Zhang, Wenbin Hu, Yipeng Zhang, Jia Wu, Xuelong Li |
| 2018 | ICPR | Probabilistic Graph Embedding for Unsupervised Domain Adaptation. | Pan Xiao, Bo Du, Shuang Yun, Xue Li, Yipeng Zhang, Jia Wu |
| 2018 | KDD | Trajectory-driven Influential Billboard Placement. | Ping Zhang, Zhifeng Bao, Yuchen Li, Guoliang Li, Yipeng Zhang, Zhiyong Peng |
| 2018 | SIGMOD | Trip Planning by an Integrated Search Paradigm. | Sheng Wang, Mingzhao Li, Yipeng Zhang, Zhifeng Bao, David Alexander Tedjopurnomo, Xiaolin Qin |
| 2017 | MICRO | CirCNN: accelerating and compressing deep neural networks using block-circulant weight matrices. | Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan |
| 2015 | IGARSS | Sub-pixel mapping based on memetic algorithm for hyperspectral imagery. | Yipeng Zhang, Yanfei Zhong |