Su, DiJia

1. Reasoning Beyond Words ? Exploring framework for hidden state reasoning
   2024/12/09 by Shibo Hao, Hao, Shibo, Sainbayar Sukhbaatar +11 · 40 voices · 179 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
2. Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping
   2024/02/21 by Lucas Lehnert, Lehnert, Lucas, Sainbayar Sukhbaatar +11 · 5 voices · 12 citations
   Computer Science · #AI-based Problem Solving and Planning #Advanced Database Systems and Queries #Artificial Intelligence in Games #cs.AI
3. Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces
   2024/10/13 by DiJia Su, D. Su, Su, DiJia +8 · 3 voices · 13 citations
   Computer Science · #Neural Networks and Applications #cs.AI #cs.LG #cs.LO
4. Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning
   2025/02/05 by DiJia Su, Hanlin Zhu, Su, DiJia +9 · 2 voices · 23 citations
   Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.LO
5. The Path Not Taken: RLVR Provably Learns Off the Principals
   2025/11/11 by Hanqing Zhu, Zhu, Hanqing, Zhenyu Zhang +26 · 1 voice · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.LG
6. MUSBO: Model-based Uncertainty Regularized and Sample Efficient Batch Optimization for Deployment Constrained Reinforcement Learning
   2021/02/23 by Su, DiJia, Lee, Jason D., Mulvey, John M. +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Narrowing the Coordinate-frame Gap in Behavior Prediction Models: Distillation for Efficient and Accurate Scene-centric Motion Forecasting
   2022/06/08 by Su, DiJia, Douillard, Bertrand, Al-Rfou, Rami +2 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
8. SPG: Sandwiched Policy Gradient for Masked Diffusion Language Models
   2025/10/10 by Chenyu Wang, Wang, Chenyu, Paria Rashidinejad +20 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimodal Machine Learning Applications #Topic Modeling