Li, Jinyang

13 publications

NeurIPS 2025 AdaTS: Learning Adaptive Time Series Representations via Dynamic Soft Contrasts Denizhan Kara, Tomoyoshi Kimura, Jinyang Li, Bowen He, Yizhuo Chen, Yigong Hu, Hongjue Zhao, Shengzhong Liu, Tarek F. Abdelzaher

ICML 2025 Are Large Language Models Ready for Multi-Turn Tabular Data Analysis? Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Bowen Qin, Yurong Wu, Xiaodong Li, Chenhao Ma, Jian-Guang Lou, Reynold Cheng

ICLR 2025 OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer Jinyang Li, En Yu, Sijia Chen, Wenbing Tao

ICLR 2025 On Scaling up 3D Gaussian Splatting Training Hexu Zhao, Haoyang Weng, Daohan Lu, Ang Li, Jinyang Li, Aurojit Panda, Saining Xie

NeurIPS 2025 SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications Jinyang Li, Xiaolong Li, Ge Qu, Per Jacobsson, Bowen Qin, Binyuan Hui, Shuzheng Si, Nan Huo, Xiaohan Xu, Yue Zhang, Ziwei Tang, Yuanshuai Li, Florensia Widjaja, Xintong Zhu, Feige Zhou, Yongfeng Huang, Yannis Papakonstantinou, Fatma Ozcan, Chenhao Ma, Reynold Cheng

NeurIPS 2025 Unlocking SLM Potential for Data Analysis Code Generation via Non-Parametric Knowledge Distillation Jinyang Li, Jack Williams, Nick McKenna, Arian Askari, Nicholas Wilson, Reynold Cheng

CVPR 2024 Delving into the Trajectory Long-Tail Distribution for Muti-Object Tracking Sijia Chen, En Yu, Jinyang Li, Wenbing Tao

NeurIPS 2024 Fine-Grained Control of Generative Data Augmentation in IoT Sensing Tianshi Wang, Qikai Yang, Ruijie Wang, Dachun Sun, Jinyang Li, Yizhuo Chen, Yigong Hu, Chaoqi Yang, Tomoyoshi Kimura, Denizhan Kara, Tarek Abdelzaher

ECCVW 2024 On Scaling up 3D Gaussian Splatting Training Hexu Zhao, Haoyang Weng, Daohan Lu, Ang Li, Jinyang Li, Aurojit Panda, Saining Xie

NeurIPS 2023 Can LLM Already Serve as a Database Interface? a BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li, Binyuan Hui, Ge Qu, Jiaxi Yang, Binhua Li, Bowen Li, Bailin Wang, Bowen Qin, Ruiying Geng, Nan Huo, Xuanhe Zhou, Ma Chenhao, Guoliang Li, Kevin Chang, Fei Huang, Reynold Cheng, Yongbin Li

NeurIPS 2023 FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space Shengzhong Liu, Tomoyoshi Kimura, Dongxin Liu, Ruijie Wang, Jinyang Li, Suhas Diggavi, Mani Srivastava, Tarek Abdelzaher

AAAI 2023 Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li

ICML 2022 Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments Jinkun Lin, Anqi Zhang, Mathias Lécuyer, Jinyang Li, Aurojit Panda, Siddhartha Sen