Xianliang Yang

Research SDE

Publications

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- Holdout-Loss-Based Data Selection for LLM Finetuning via In-Context Learning
  
  Ling Zhang, Xianliang Yang, Juwon Yu, Park Cheonyoung, Lei Song, Jiang Bian
  
  ICLR 2026 | October 2025
  
  DOI Publication
- NaDRO: Leveraging Dual-Reward Strategies for LLMs Training on Noisy Data
  
  Haolong Qian, Xianliang Yang, Ling Zhang, Lei Song, Jiang Bian, Chun Yuan
  
  NeurIPS 2025 | October 2025
  
  Publication
- Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
  
  Yifan Xia, Xianliang Yang, Zichuan Liu, Zhihao Liu, Lei Song, Jiang Bian
  
  2024 International Conference on Machine Learning | June 2024
  
  PDF
- Whittle Index with Multiple Actions and State Constraint for Inventory Management
  
  Chuheng Zhang, Xiangsen Wang, Wei Jiang, Xianliang Yang, Siwei Wang, Lei Song, Jiang Bian
  
  2024 International Conference on Learning Representations | May 2024
  
  Publication

- Holdout-Loss-Based Data Selection for LLM Finetuning via In-Context Learning
  
  Ling Zhang, Xianliang Yang, Juwon Yu, Park Cheonyoung, Lei Song, Jiang Bian
  
  ICLR 2026 | October 2025
  
  DOI Publication
- NaDRO: Leveraging Dual-Reward Strategies for LLMs Training on Noisy Data
  
  Haolong Qian, Xianliang Yang, Ling Zhang, Lei Song, Jiang Bian, Chun Yuan
  
  NeurIPS 2025 | October 2025
  
  Publication
- Whittle Index with Multiple Actions and State Constraint for Inventory Management
  
  Chuheng Zhang, Xiangsen Wang, Wei Jiang, Xianliang Yang, Siwei Wang, Lei Song, Jiang Bian
  
  2024 International Conference on Learning Representations | May 2024
  
  Publication
- Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
  
  Yifan Xia, Xianliang Yang, Zichuan Liu, Zhihao Liu, Lei Song, Jiang Bian
  
  2024 International Conference on Machine Learning | June 2024
  
  PDF

- Holdout-Loss-Based Data Selection for LLM Finetuning via In-Context Learning
  
  Ling Zhang, Xianliang Yang, Juwon Yu, Park Cheonyoung, Lei Song, Jiang Bian
  
  ICLR 2026 | October 2025
  
  DOI Publication
- NaDRO: Leveraging Dual-Reward Strategies for LLMs Training on Noisy Data
  
  Haolong Qian, Xianliang Yang, Ling Zhang, Lei Song, Jiang Bian, Chun Yuan
  
  NeurIPS 2025 | October 2025
  
  Publication
- Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
  
  Yifan Xia, Xianliang Yang, Zichuan Liu, Zhihao Liu, Lei Song, Jiang Bian
  
  2024 International Conference on Machine Learning | June 2024
  
  PDF
- Whittle Index with Multiple Actions and State Constraint for Inventory Management
  
  Chuheng Zhang, Xiangsen Wang, Wei Jiang, Xianliang Yang, Siwei Wang, Lei Song, Jiang Bian
  
  2024 International Conference on Learning Representations | May 2024
  
  Publication