Yancheng Yuan

1. LLaRA: Large Language-Recommendation Assistant
   2023/12/05 by Jiayi Liao, Liao, Jiayi, Sihang Li +11 · 19 citations
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
2. Revisiting Demonstration Selection Strategies in In-Context Learning
   2024/01/22 by Keqin Peng, Peng, Keqin, Liang Ding +11 · 12 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm
   2018/10/04 by Defeng Sun, Sun, Defeng, Kim-Chuan Toh +3 · 4 citations
   Business, Management and Accounting · Engineering · Medicine · #Bone and Joint Diseases #FOS: Computer and information sciences #FOS: Mathematics #Facility Location and Emergency Management #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
4. LAMBDA: A Large Model Based Data Agent
   2024/07/24 by Maojun Sun, Sun, Maojun, Ruijian Han +10 · 9 citations
   Computer Science · #62-04 #62-08 #68T01 #68T09 #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
5. A Survey on Large Language Model-based Agents for Statistics and Data Science
   2024/12/18 by Maojun Sun, Sun Maojun, Ruijian Han +12 · 11 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Other Statistics (stat.OT) #Topic Modeling
6. RosePO: Aligning LLM-based Recommenders with Human Values
   2024/10/16 by Jiayi Liao, Xiangnan He, Liao, Jiayi +13 · 3 citations
   Computer Science · Decision Sciences · #Semantic Web and Ontologies #Data Quality and Management #Natural Language Processing Techniques
7. A Dimension Reduction Technique for Large-scale Structured Sparse Optimization Problems with Application to Convex Clustering
   2021/08/17 by Yancheng Yuan, Tsung‐Hui Chang, Yuan, Yancheng +5 · 1 citation
   Computer Science · Engineering · #90C06 #90C25 #90C90 #FOS: Mathematics #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
8. One Shot, One Talk: Whole-body Talking Avatar from a Single Image
   2024/12/02 by Jun Xiang, Yudong Guo, Xiang, Jun +9 · 2 citations
   Computer Science · #Virtual Reality Applications and Impacts #Augmented Reality Applications
9. Delayed Feedback Modeling with Influence Functions
   2025/02/01 by Ding, Chenlu, Jiancan Wu, Yancheng Yuan +8 · 1 citation
   Computer Science · #Speech Recognition and Synthesis
10. Collective Certified Robustness against Graph Injection Attacks
    2024/03/03 by Yuni Lai, Bailin Pan, Lai, Yuni +7 · 1 citation
    Computer Science · Social Sciences · #Access Control and Trust #Advanced Graph Neural Networks #Complexity and Algorithms in Graphs #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding
    2025/02/19 by Keqin Peng, Peng, Keqin, Liang Ding +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text and Document Classification Technologies