Bowen Zhou

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data

FlowRL: Matching Reward Distributions for LLM Reasoning

Towards a Unified View of Large Language Model Post-Training

OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth?

How Far Can Unsupervised RLVR Scale LLM Training?

MARTI: A Framework for Multi-Agent LLM Systems Reinforced Training and Inference

MLP Memory: A Retriever-Pretrained Memory for Large Language Models

Context-level Language Modeling by Learning Predictive Context Embeddings

LATTS: LAtent space Test Time Scaling for diffusion language models

LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models

LFQA-E: Carefully Benchmarking Long-form QA Evaluation

SSRL: Self-Search Reinforcement Learning

Process Reinforcement through Implicit Rewards

Generative Spatial Reasoners via Reinforcement Learning based Intrinsic Reflection

Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Context-Aware Autoregressive Models for Multi-Conditional Image Generation

Flow Diverse and Efficient: Learning Momentum Flow Matching via Stochastic Velocity Field Sampling

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation

Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models

BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals

TTRL: Test-Time Reinforcement Learning

MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding

Advancing LLM Reasoning Generalists with Preference Trees

ToEdit: How to Synthesize Text Data to Avoid Model Collapse?

OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees

DePass: Unified Feature Attributing by Simple Decomposed Forward Pass

Free Process Rewards without Process Labels

Fourier Position Embedding: Enhancing Attention’s Periodic Extension for Length Generalization

How to Synthesize Text Data without Model Collapse?

Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding

Gradient based Causal Discovery with Diffusion Model

CALF: Benchmarking Evaluation of LFQA Using Chinese Examinations