Yancheng Yuan

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 26

Top Topics

Collaborative Filtering

Interactive Image Segmentation

Selection Strategies

Top Venues

INFORMS J. Appl. Anal.

Publications

Maojun Sun, Ruijian Han, Binyan Jiang, Houduo Qi, Defeng Sun, Yancheng Yuan, Jian Huang
LAMBDA: A Large Model Based Data Agent. CoRR (2024)
Jiayi Liao, Sihang Li, Zhengyi Yang, Jiancan Wu, Yancheng Yuan, Xiang Wang, Xiangnan He
LLaRA: Large Language-Recommendation Assistant. SIGIR (2024)
Keqin Peng, Liang Ding, Yancheng Yuan, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao
Revisiting Demonstration Selection Strategies in In-Context Learning. ACL (1) (2024)
Qian Li, Defeng Sun, Yancheng Yuan
An Efficient Sieving-Based Secant Method for Sparse Optimization Problems with Least-Squares Constraints. SIAM J. Optim. 34 (2) (2024)
Keqin Peng, Liang Ding, Yancheng Yuan, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao
Revisiting Demonstration Selection Strategies in In-Context Learning. CoRR (2024)
Chen-Lu Ding, Jiancan Wu, Wei Lin, Shiyang Shen, Xiang Wang, Yancheng Yuan
Adaptive Self-supervised Robust Clustering for Unstructured Data with Unknown Cluster Number. CoRR (2024)
Yuni Lai, Bailin Pan, Kaihuang Chen, Yancheng Yuan, Kai Zhou
Collective Certified Robustness against Graph Injection Attacks. CoRR (2024)
Xingqiao Li, Jindong Gu, Zhiyong Wang, Yancheng Yuan, Bo Du, Fengxiang He
XAI for In-hospital Mortality Prediction via Multimodal ICU Data. CoRR (2023)
Ziwen Wang, Yancheng Yuan, Jiaming Ma, Tieyong Zeng, Defeng Sun
Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees. CoRR (2023)
Zhengyi Yang, Jiancan Wu, Zhicai Wang, Xiang Wang, Yancheng Yuan, Xiangnan He
Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion. NeurIPS (2023)
Zhengyi Yang, Jiancan Wu, Zhicai Wang, Xiang Wang, Yancheng Yuan, Xiangnan He
Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion. CoRR (2023)
Zhengyi Yang, Jiancan Wu, Yanchen Luo, Jizhi Zhang, Yancheng Yuan, An Zhang, Xiang Wang, Xiangnan He
Large Language Model Can Interpret Latent Space of Sequential Recommender. CoRR (2023)
An Zhang, Jingnan Zheng, Xiang Wang, Yancheng Yuan, Tat-Seng Chua
Invariant Collaborative Filtering to Popularity Distribution Shift. WWW (2023)
Jiayi Liao, Sihang Li, Zhengyi Yang, Jiancan Wu, Yancheng Yuan, Xiang Wang, Xiangnan He
LLaRA: Aligning Large Language Models with Sequential Recommenders. CoRR (2023)
An Zhang, Jingnan Zheng, Xiang Wang, Yancheng Yuan, Tat-Seng Chua
Invariant Collaborative Filtering to Popularity Distribution Shift. CoRR (2023)
Guang Cheng, Sarah Yini Gao, Yancheng Yuan, Chenxiao Zhang, Zhichao Zheng
On the Test Accuracy and Effective Control of the COVID-19 Pandemic: A Case Study in Singapore. INFORMS J. Appl. Anal. 52 (6) (2022)
Yancheng Yuan, Tsung-Hui Chang, Defeng Sun, Kim-Chuan Toh
A Dimension Reduction Technique for Large-Scale Structured Sparse Optimization Problems with Application to Convex Clustering. SIAM J. Optim. 32 (3) (2022)
Shiye Lei, Fengxiang He, Yancheng Yuan, Dacheng Tao
Understanding deep learning via decision boundary. CoRR (2022)
Xiang Wang, Tinglin Huang, Dingxian Wang, Yancheng Yuan, Zhenguang Liu, Xiangnan He, Tat-Seng Chua
Learning Intents behind Interactions with Knowledge Graph for Recommendation. WWW (2021)
Defeng Sun, Kim-Chuan Toh, Yancheng Yuan
Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm. J. Mach. Learn. Res. 22 (2021)
Xiang Wang, Tinglin Huang, Dingxian Wang, Yancheng Yuan, Zhenguang Liu, Xiangnan He, Tat-Seng Chua
Learning Intents behind Interactions with Knowledge Graph for Recommendation. CoRR (2021)
Defeng Sun, Kim-Chuan Toh, Yancheng Yuan, Xin-Yuan Zhao
SDPNAL+: A Matlab software for semidefinite programming with bound constraints (version 1.0). Optim. Methods Softw. 35 (1) (2020)
Yancheng Yuan, Meixia Lin, Defeng Sun, Kim-Chuan Toh
On the Closed-form Proximal Mapping and Efficient Algorithms for Exclusive Lasso Models. CoRR (2019)
Yancheng Yuan, Defeng Sun, Kim-Chuan Toh
An Efficient Semismooth Newton Based Algorithm for Convex Clustering. CoRR (2018)
Yancheng Yuan, Defeng Sun, Kim-Chuan Toh
An Efficient Semismooth Newton Based Algorithm for Convex Clustering. ICML (2018)
Defeng Sun, Kim-Chuan Toh, Yancheng Yuan
Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm. CoRR (2018)
Yao Peng, Juyong Zhang, Yancheng Yuan, Shuyuan Zhu, Lu Fang
Robust interactive image segmentation via iterative refinement. ICIP (2014)