| 2026 | AAAI | Preference Optimization via Contrastive Divergence: Your Policy Is Secretly an NLL Estimator. | Zhuotong Chen, Fang Liu, Xuan Zhu, Haozhu Wang, Jiayu Li, Yanjun Qi, Mohammad Ghavamzadeh |
| 2026 | ACL | AscendKernelGen: LLM-Driven Kernel Generation for NPUs. | Xinzi Cao, Jianyang Zhai, Pengfei Li, Zhiheng Hu, Cen Yan, Bingxu Mu, Guanghuan Fang, Bin She, Jiayu Li, Yihan Su, Dongyang Tao, Feidiao Yang, Chang-Dong Wang, Yutong Lu, Weicheng Xue, Bin Zhou, Yonghong Tian |
| 2026 | ACL | BoundRL: Efficient Token-level Structured Text Segmentation through Reinforced Boundary Generation. | Haoyuan Li, Zhengyuan Shen, Sullam Jeoung, Yueyan Chen, Jiayu Li, Qi Zhu, Shuai Wang, Vassilis N. Ioannidis, Huzefa Rangwala |
| 2026 | ACL | LLM Agents in Law: Taxonomy, Applications, and Challenges. | Shuang Liu, Ruijia Zhang, Ruoyun Ma, Yujia Deng, Lanyi Zhu, Jiayu Li, Zelong Li, Zhibin Shen, Mengnan Du |
| 2026 | ACL | Sign-Language Datasets at Scale: A Comprehensive Survey on Resources, Benchmarks, and Annotation Standards. | Yiming Ni, Zhi-Qi Cheng, Jiayu Li, Wei Cheng |
| 2026 | KDD | IRG: Modular Synthetic Relational Database Generation with Complex Relational Schemas. | Jiayu Li, Zilong Zhao, Milad Abdollahzadeh, Biplab Sikdar, Y. C. Tay |
| 2025 | AAAI | VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis. | Chao Pang, Xingxing Weng, Jiang Wu, Jiayu Li, Yi Liu, Jiaxing Sun, Weijia Li, Shuai Wang, Litong Feng, Gui-Song Xia, Conghui He |
| 2025 | ACL | AIDE: Attribute-Guided MultI-Hop Data Expansion for Data Scarcity in Task-Specific Fine-tuning. | Jiayu Li, Jennifer Zhu, Fang Liu, Yanjun Qi |
| 2025 | GLOBECOM | Non-interactive Triangle Counting with Local Differential Privacy. | Jiayu Li, Pengbiao Wang, Xiaoguang Li, Yuxiang Wang, Jin Cao, Ben Niu |
| 2025 | HCI | Research on the Application and Development Direction of Electronic Aided Communication System in Emotional Intervention for Children with Autism. | Jiayu Li |
| 2025 | HPCC | Coverage Performance Improving Based on NCR in Low-Altitude Networks. | Bao Guo, Jinge Guo, Jiayu Li, Zihan Chen, Hongbo Long, Yang Zhang, Bing Huang |
| 2025 | HPCC | Uplink Coverage Performance Enhancement Method in Low Altitude Networks. | Bao Guo, Jinge Guo, Jiayu Li, Xiaoxuan Du, Yang Zhang, Guozhi Wang |
| 2025 | HPCC | Synesthesia-Based Networked UAV Rejection System. | Bao Guo, Jinge Guo, Jiayu Li, Yingtao Meng, Yang Zhang, Yi Liu |
| 2025 | HPCC | Beam Scanning Method for Intelligent Relay Backhaul Antenna Based NCR. | Bao Guo, Jinge Guo, Yuchen Zhang, Jiayu Li, Qintian Wang, Yang Zhang |
| 2025 | ICNP | Carrera: Enabling High-Performance eBPF-based Sketches in Network Measurement. | Xiang Chen, Xin Yao, Jiayu Li, Longlong Zhu, Linying Zheng, Hongyan Liu, Jianshan Zhang, Dong Zhang, Xuan Liu, Qun Huang, Haifeng Zhou, Chunming Wu |
| 2025 | IJCNN | CS-LightGCL: Composition-Supervised LightGCL for Interactive Web API Recommendation. | Jiayu Li, Qingping Li, Yan Li, Xin Ai, Jie Chen, Jiayan Xiang, Guosheng Kang |
| 2025 | ICSOC | TSSGCF: Textual Similarity-Supervised Graph Collaborative Filtering for Web API Recommendation. | Jiayu Li, Xinci Qiu, Guosheng Kang, Yan Li, Jianxun Liu |
| 2025 | KSEM | Text Attributed Graph Node Classification Using Sheaf Neural Networks and Large Language Models. | Haoyang Yu, Zhongyu Li, Geng Zhao, Jiayu Li, Ruofei Jiang |
| 2025 | MDM | A Scalable Automated System for Efficient Complete Street Data Collection and Maintenance. | Putthida Samrith, Jiayu Li, Wei Cheng |
| 2025 | SIGIR | Short Video Segment-level User Dynamic Interests Modeling in Personalized Recommendation. | Zhiyu He, Zhixin Ling, Jiayu Li, Zhiqiang Guo, Weizhi Ma, Xinchen Luo, Min Zhang, Guorui Zhou |
| 2025 | SIGIR | CD-CDR: Conditional Diffusion-based Item Generation for Cross-Domain Recommendation. | Hanyu Li, Jiayu Li, Weizhi Ma, Peijie Sun, Haiyang Wu, Jingwen Wang, Yuekui Yang, Min Zhang, Shaoping Ma |
| 2025 | TEI | BioMingle: A Tangible Embodied Interaction System for Enhancing Neighborhood Interaction in Urban Community Public Spaces in China. | Fengyu Wang, Weijia Lin, Jiayu Yao, Shichao Huang, Jiayi Ma, Jiayu Li, Zirui Wang, Shiqi Shu, Sheng Yang, Jiacheng Cao, Yijun Zhao, Cheng Yao, Jing Zhang |
| 2024 | CHIIR | SiTunes: A Situational Music Recommendation Dataset with Physiological and Psychological Signals. | Vadim Grigorev, Jiayu Li, Weizhi Ma, Zhiyu He, Min Zhang, Yiqun Liu, Ming Yan, Ji Zhang |
| 2024 | DASFAA | A Situation-aware Enhancer for Personalized Recommendation. | Jiayu Li, Peijie Sun, Chumeng Jiang, Weizhi Ma, Qingyao Ai, Min Zhang |
| 2024 | ICASSP | LEFormer: A Hybrid CNN-Transformer Architecture for Accurate Lake Extraction from Remote Sensing Imagery. | Ben Chen, Xuechao Zou, Yu Zhang, Jiayu Li, Kai Li, Junliang Xing, Pin Tao |
| 2024 | MDM | Curbside Parking Occupancy Detection - Dashcam-Based Solutions. | Jiayu Li, Hanming Zhang, Juhua Hu, Wei Cheng |
| 2024 | RecSys | ReChorus2.0: A Modular and Task-Flexible Recommendation Library. | Jiayu Li, Hanyu Li, Zhiyu He, Weizhi Ma, Peijie Sun, Min Zhang, Shaoping Ma |
| 2024 | RecSys | Right Tool, Right Job: Recommendation for Repeat and Exploration Consumption in Food Delivery. | Jiayu Li, Aixin Sun, Weizhi Ma, Peijie Sun, Min Zhang |
| 2024 | WWW | HetGPT: Harnessing the Power of Prompt Tuning in Pre-Trained Heterogeneous Graph Neural Networks. | Yihong Ma, Ning Yan, Jiayu Li, Masood S. Mortazavi, Nitesh V. Chawla |
| 2024 | SIGIR | Aiming at the Target: Filter Collaborative Information for Cross-Domain Recommendation. | Hanyu Li, Weizhi Ma, Peijie Sun, Jiayu Li, Cunxiang Yin, Yancheng He, Guoqiang Xu, Min Zhang, Shaoping Ma |
| 2023 | BMVC | Dictionary-Guided Text Recognition for Smart Street Parking. | Deyang Zhong, Jiayu Li, Wei Cheng, Juhua Hu |
| 2023 | CIKM | Understanding User Immersion in Online Short Video Interaction. | Zhiyu He, Shaorun Zhang, Peijie Sun, Jiayu Li, Xiaohui Xie, Min Zhang, Yiqun Liu |
| 2023 | ICASSP | Semi-Supervised Graph Ultra-Sparsifier Using Reweighted ℓ1 Optimization. | Jiayu Li, Tianyun Zhang, Shengmin Jin, Reza Zafarani |
| 2023 | PRDC | Court Detection Using Masked Perspective Fields Network. | Kan Jiang, Jiayu Li, Zhaoyu Liu, Chen Dong |
| 2023 | SIGIR | Intent-aware Ranking Ensemble for Personalized Recommendation. | Jiayu Li, Peijie Sun, Zhefan Wang, Weizhi Ma, Yangkun Li, Min Zhang, Zhoutian Feng, Daiyue Xue |
| 2023 | TrustCom | A Novel Uplink Coverage and Capacity Enhancement Scheme in NR TDD Network. | Bao Guo, Jinge Guo, Lufei Zhang, Yuan Fang, Yingtao Meng, Jiayu Li |
| 2023 | TrustCom | RedCap In-depth Research and Market Development Prospect. | Jinhu Shen, Rui Wang, Mingjie Yang, Liang Cui, Ao Shen, Bao Guo, Jiayu Li, Yuan Fang, Pengcheng Liu, Jimin Ling |
| 2022 | CHIIR | LifeRec: A Mobile App for Lifelog Recording and Ubiquitous Recommendation. | Jiayu Li, Hantian Zhang, Zhiyu He, Rongwu Xu, Pingfei Wu, Min Zhang, Yiqun Liu, Shaoping Ma |
| 2022 | ICASSP | AdverSparse: An Adversarial Attack Framework for Deep Spatial-Temporal Graph Neural Networks. | Jiayu Li, Tianyun Zhang, Shengmin Jin, Makan Fardad, Reza Zafarani |
| 2022 | KDD | A Spectral Representation of Networks: The Path of Subgraphs. | Shengmin Jin, Hao Tian, Jiayu Li, Reza Zafarani |
| 2022 | KDD | Make Fairness More Fair: Fair Item Utility Estimation and Exposure Re-Distribution. | Jiayin Wang, Weizhi Ma, Jiayu Li, Hongyu Lu, Min Zhang, Biao Li, Yiqun Liu, Peng Jiang, Shaoping Ma |
| 2022 | LAK | Self-directed Extensive Reading Supported with GOAL System: Mining Sequential Patterns of Learning Behavior and Predicting Academic Performance. | Jiayu Li, Huiyong Li, Rwitajit Majumdar, Yuanyuan Yang, Hiroaki Ogata |
| 2021 | ICCE | Analytics of Open-Book Exams with Interaction Traces in a Humanities Course. | Rwitajit Majumdar, Geetha Bakilapadavu, Jiayu Li, Mei-Rong Alice Chen, Brendan Flanagan |
| 2021 | ICALT | Mining Mathematics Learning Strategies of High and Low Performing Students using Log Data. | Jiayu Li, Rwitajit Majumdar, Hiroaki Ogata |
| 2021 | KDD | A Difficulty-Aware Framework for Churn Prediction and Intervention in Games. | Jiayu Li, Hongyu Lu, Chenyang Wang, Weizhi Ma, Min Zhang, Xiangyu Zhao, Wei Qi, Yiqun Liu, Shaoping Ma |
| 2020 | IECON | Unknown-input-driven Variable-weight Distributed EM-based Filter to Improve Accuracy of MEMS Sensors Array with Power Reduction of 6.5 times. | Dengfeng Yang, Qiang Shen, Jiayu Li, Qinxiao Dong, Yuqiu Lei, Qi Zhou, Jie Zhou, Yixuan Wu |
| 2020 | ISCAS | Energy Harvesting Circuit for Indoor Light Based on the FOCV and P&O Schemes with an Adaptive Fraction Approach. | Junjie Wang, Jiayu Li, Dong Sam Ha |
| 2020 | PAKDD | SGCN: A Graph Sparsifier Based on Graph Convolutional Networks. | Jiayu Li, Tianyun Zhang, Hao Tian, Shengmin Jin, Makan Fardad, Reza Zafarani |
| 2019 | AAAI | Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks. | Yanzhi Wang, Zheng Zhan, Liang Zhao, Jian Tang, Siyue Wang, Jiayu Li, Bo Yuan, Wujie Wen, Xue Lin |
| 2019 | ASPLOS | ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Methods of Multipliers. | Ao Ren, Tianyun Zhang, Shaokai Ye, Jiayu Li, Wenyao Xu, Xuehai Qian, Xue Lin, Yanzhi Wang |
| 2019 | CLUSTER | HarpGBDT: Optimizing Gradient Boosting Decision Tree for Parallel Efficiency. | Bo Peng, Judy Qiu, Langshi Chen, Jiayu Li, Miao Jiang, Selahattin Akkas, Egor Smirnov, Ruslan Israfilov, Sergey Khekhnev, Andrey Nikolaev |
| 2019 | IGARSS | Long Term Land Subsidence Analysis by Fusing Multi-Sensor Time Series InSAR Results. | Jiayu Li, Lianhuan Wei, Qiuyue Feng, Shanjun Liu |
| 2019 | SC | Generalized Sparse Matrix-Matrix Multiplication for Vector Engines and Graph Applications. | Jiayu Li, Fugang Wang, Takuya Araki, Judy Qiu |
| 2018 | IECON | A Multi-Source Energy Harvesting System to Power Microcontrollers for Cryptography. | Jiayu Li, Ji Hoon Hyun, Dong Sam Ha |
| 2015 | SNPD | The application of graph algorithms: A reference mapping tool. | Chunning Wang, Shaochun Xu, Lichao Chen, Jiayu Li |
| 1999 | ICASSP | A 2D extended HMM for speech recognition. | Jiayu Li, Alejandro Murua |