Extracting and Understanding the Superficial Knowledge in Alignment

Authors: Chen, Runjin, Perin, Gabriel Jacob, Chen, Xuxi, Chen, Xilun, Han, Yan, Hirata, Nina S. T., Hong, Junyuan, Kailkhura, Bhavya

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.04602

GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems

Authors: Wu, Xinyi, Loveland, Donald, Chen, Runjin, Liu, Yozen, Chen, Xin, Neves, Leonardo, Jadbabaie, Ali, Ju, Clark Mingxuan, Shah, Neil, Zhao, Tong

Subject Terms: Computer Science - Information Retrieval, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2412.17245

Enhancing Item Tokenization for Generative Recommendation through Self-Improvement

Authors: Chen, Runjin, Ju, Mingxuan, Bui, Ngoc, Antypas, Dimosthenis, Cai, Stanley, Wu, Xiaopeng, Neves, Leonardo, Wang, Zhangyang, Shah, Neil, Zhao, Tong

Subject Terms: Computer Science - Machine Learning, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2412.17171

Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding

Authors: Zhang, Zhenyu, Chen, Runjin, Liu, Shiwei, Yao, Zhewei, Ruwase, Olatunji, Chen, Beidi, Wu, Xiaoxia, Wang, Zhangyang

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2403.04797

LLaGA: Large Language and Graph Assistant

Authors: Chen, Runjin, Zhao, Tong, Jaiswal, Ajay, Shah, Neil, Wang, Zhangyang

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2402.08170

Explaining Neural Networks Semantically and Quantitatively

Authors: Chen, Runjin, Chen, Hao, Huang, Ge, Ren, Jie, Zhang, Quanshi

Source: 2019 IEEE/CVF International Conference on Computer Vision (ICCV) Computer Vision (ICCV), 2019 IEEE/CVF International Conference on. :9186-9195 Oct, 2019

Relation: 2019 IEEE/CVF International Conference on Computer Vision (ICCV)

Explaining Neural Networks Semantically and Quantitatively

Authors: Chen, Runjin, Chen, Hao, Huang, Ge, Ren, Jie, Zhang, Quanshi

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/1812.07169