Publication IGOR: Image-GOal Representations are the Atomic Control Units for Foundation Models in Embodied AI Xiaoyu Chen, Junliang Guo, Tianyu He, Chuheng Zhang, Pushi Zhang, Derek Yang, Li Zhao, Jiang Bian October 2024 Project
Publication What can Foundation Models’ Embeddings do? Linjie Li, Jianwei Yang, Lijuan Wang October 2024
Publication DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs Lingchen Meng, Jianwei Yang, Rui Tian, Xiyang Dai, Zuxuan Wu, Jianfeng Gao, Yu-Gang Jiang 2024 Neural Information Processing Systems | October 2024
Publication MLOS in Action: Bridging the Gap Between Experimentation and Auto-Tuning in the Cloud Brian Kroth, Sergiy Matusevych, Rana Alotaibi, Yiwen Zhu, Anja Gruenheid, Yuanyuan Tian Proc. VLDB Endow. | October 2024, Vol 17: pp. 4269-4272
Publication COIN: Chance-Constrained Imitation Learning for Safe and Adaptive Resource Oversubscription under Uncertainty Lu Wang, Mayukh Das, Fangkai Yang, Chao Du, Bo Qiao, Hang Dong, Chetan Bansal, Si Qin, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang, Qi Zhang CIKM’24 | October 2024
Publication AdaWiFi, Collaborative WiFi Sensing for Cross-Environment Adaptation Naiyu Zheng, Yuanchun Li, Shiqi Jiang, Yuanzhe Li, Rongchun Yao, Chuchu Dong IEEE Transactions on Mobile Computing | October 2024
Publication FXAM: A unified and fast interpretable model for predictive analytics Yuanyuan Jiang, Rui Ding, Tianchi Qiao, Yunan Zhu, Shi Han, Dongmei Zhang Expert Systems with Applications | October 2024, Vol 252
Publication Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99% Fangyun Wei, Dong Chen October 2024
Publication Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning Rui Wang, Junliang Guo, Xu Tan NeurIPS 2024 | October 2024