PML4SC Quantifying Uncertainty, Empowering Science
PML4SC Seminar

2026

Paper Discussion - Fine-Grained Evaluation of LLM Reasoning
Paper Discussion - Fine-Grained Evaluation of LLM Reasoning
member portrait Yifan Dou Ph.D. Student Florida State University
July 22, 2026
Paper Discussion - Flow Matching
Paper Discussion - Flow Matching
member portrait Sipeng Chen Ph.D. Student Florida State University
July 13, 2026
Paper Discussion - Efficient Test-Time Inference
Paper Discussion - Efficient Test-Time Inference
member portrait Yifan Dou Ph.D. Student Florida State University
June 22, 2026
Paper Discussion - LATS, AgentSquare, Multi-Agent Design, MAS-GPT and AVATAR
Paper Discussion - LATS, AgentSquare, Multi-Agent Design, MAS-GPT and AVATAR
member portrait Yan Zhang Ph.D. Student Florida State University
June 15, 2026 June 16, 2026
Paper Discussion - Symbolic Regression
Paper Discussion - Symbolic Regression
member portrait Junqi Qu Ph.D. Student Florida State University
April 08, 2026 April 13, 2026
Paper Discussion - Bayesian Optimization and ReAct
Paper Discussion - Bayesian Optimization and ReAct
member portrait Yan Zhang Ph.D. Student Florida State University
April 01, 2026 April 13, 2026
Paper Discussion - LLM Tree-based Reasoning
Paper Discussion - LLM Tree-based Reasoning
member portrait Yifan Dou Ph.D. Student Florida State University
March 25, 2026 March 26, 2026
Paper Discussion - Implicit Neural Representation
Paper Discussion - Implicit Neural Representation
member portrait Sipeng Chen Ph.D. Student Florida State University
March 20, 2026
Paper Discussion - Flow Matching
Paper Discussion - Flow Matching
member portrait Junqi Qu Ph.D. Student Florida State University
March 11, 2026 March 20, 2026
Paper Discussion - LoongRL, StreamingLLM, DuoAttention, QUEST and RetrievalAttention
Paper Discussion - LoongRL, StreamingLLM, DuoAttention, QUEST and RetrievalAttention
member portrait Yan Zhang Ph.D. Student Florida State University
March 04, 2026

2025

Tutorial - Multimodal Foundation Models
member portrait Yan Zhang Ph.D. Student Florida State University
November 14, 2025
Tutorial - LLM Reasoning and Reinforcement Learning
member portrait Junqi Qu Ph.D. Student Florida State University
October 31, 2025
Tutorial - Diffusion Model
member portrait Sipeng Chen Ph.D. Student Florida State University
October 17, 2025
Paper Discussion - Take a Step Back, Test-Time CoT, LLMs as Optimizers and LMs Beats Diffusions
member portrait Junqi Qu Ph.D. Student Florida State University
July 08, 2025
Paper Discussion - Bayesian LoRA and OT based Pruning
member portrait Yan Zhang Ph.D. Student Florida State University
July 01, 2025
Paper Discussion - Activations for Implicit Neural Representation
member portrait Sipeng Chen Ph.D. Student Florida State University
June 24, 2025