Shanda Li

1. Scaling Latent Reasoning via Looped Language Models
   2025/10/29 by Rui-Jie Zhu, Zixuan Wang, Zhu, Rui-Jie +63 · 14 voices · 21 citations
   #cs.CL
2. Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models
   2024/08/01 by Yangzhen Wu, Zhiqing Sun, Wu, Yangzhen +7 · 1 voice · 95 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
3. Functional Interpolation for Relative Positions Improves Long Context Transformers
   2023/10/06 by Shanda Li, Chong You, Li, Shanda +17 · 7 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
4. Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
   2026/01/17 by Mike A. Merrill, Alexander G. Shaw, Nicholas Carlini +82 · 3 voices · 4 citations
   Computer Science · #cs.SE #cs.AI
5. Your Transformer May Not be as Powerful as You Expect
   2022/05/26 by Shengjie Luo, Luo, Shengjie, Shanda Li +9 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization
   2025/04/06 by Weiwei Sun, Sun, Weiwei, Shengyu Feng +5 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications
7. FrontierCO: Real-World and Large-Scale Evaluation of Machine Learning Solvers for Combinatorial Optimization
   2025/05/22 by Shengyu Feng, Feng, Shengyu, Weiwei Sun +7 · 2 voices · 3 citations
   Computer Science · Engineering · #Constraint Satisfaction and Optimization #Vehicle Routing Optimization Methods #Graph Theory and Algorithms
8. Learning Physics-Informed Neural Networks without Stacked Back-propagation
   2022/02/18 by Di He, Shanda Li, He, Di +13 · 1 citation
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
9. Settling the Optimal Exponent Relating Sumsets and Difference Sets
   2026/07/29 by Haowei Lin, Shanda Li · 1 voice
   Mathematics · #math.CO