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Workshop
Sat 8:25 MATH-AI: The 4th Workshop on Mathematical Reasoning and AI
Alex Gu · Gabriel Poesia · Cedegao (Ced) Zhang · Hattie Zhou · Pan Lu · Swaroop Mishra · Kai-Wei Chang · Armando Solar-Lezama
Workshop
Skywork-Math: Data Scaling Laws for Mathematical Reasoning in LLMs — The Story Goes On
Liang Zeng · Liangjun Zhong
Workshop
SBSC: Step-by-Step Coding for Improving Mathematical Olympiad Performance
Kunal Singh · Ankan Biswas · Sayandeep Bhowmick · Pradeep Moturi
Workshop
Lean-STaR: Learning to Interleave Thinking and Proving
Haohan Lin · Zhiqing Sun · Sean Welleck · Yiming Yang
Workshop
Intermediate Fine-Tuning Improves Mathematical Reasoning in Smaller Models
Neeraj Gangwar · Suma Bhat · Nickvash Kani
Expo Talk Panel
Wed 16:30 Logarithmic Math in accurate and efficient AI inference accelerators
Workshop
Math for AI: On the Generalization of Learning Mathematical Problem Solving
Ruochen Zhou · Minrui Xu · Shiqi Chen · Junteng Liu · Yunqi Li · LIN Xinxin · Zhengyu Chen · Junxian He
Workshop
Give me a hint: Can LLMs take a hint to solve math problems?
Vansh Agrawal · Pratham Singla · Amitoj Miglani · Shivank Garg · Ayush Mangal
Workshop
HARDMATH: A Benchmark Dataset for Challenging Problems in Applied Mathematics
Jingxuan Fan · Sarah Martinson · Erik Wang · Kaylie Hausknecht · Jonah Brenner · Danxian Liu · Nianli Peng · Corey Wang · Michael Brenner
Poster
Fri 16:30 RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold
Amrith Setlur · Saurabh Garg · Xinyang Geng · Naman Garg · Virginia Smith · Aviral Kumar
Workshop
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling
Hritik Bansal · Arian Hosseini · Rishabh Agarwal · Vinh Tran · Mehran Kazemi
Poster
Fri 11:00 DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving
Yuxuan Tong · Xiwen Zhang · Rui Wang · Ruidong Wu · Junxian He