Li, Tianjian

1. Benchmarking Language Model Creativity: A Case Study on Code Generation
   2024/07/12 by Yining Lu, Dixuan Wang, Lu, Yining +8 · 11 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Software Engineering Research
2. Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
   2025/09/09 by Lai, Xin, Li, Junyi, Li, Wei +3 · 28 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Jointly Reinforcing Diversity and Quality in Language Model Generations
   2025/09/02 by Tianjian Li, Li, Tianjian, Yiming Zhang +13 · 23 citations
   Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
4. History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL
   2025/08/26 by He, Jingkai, Li, Tianjian, Feng, Erhu +5 · 13 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
5. Simple yet Effective Code-Switching Language Identification with Multitask Pre-Training and Transfer Learning
   2023/05/31 by Li, Shuyue Stella, Xiao, Cihan, Li, Tianjian +1 · 1 citation
   #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
6. Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models
   2023/10/02 by Tianjian Li, Haoran Xu, Li, Tianjian +7 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
7. The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure
   2025/06/28 by Niyati Bafna, Tianjian Li, Bafna, Niyati +11 · 1 voice · 3 citations
   #cs.CL
8. Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets
   2024/10/06 by Tianjian Li, Li, Tianjian, Haoran Xu +7 · 1 citation
   Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning
   2025/05/05 by Tianjian Li, Daniel Khashabi, Li, Tianjian +1 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling