Bowen Zhou

GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning AAAI 2026 I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image Editing ACL 2026 MARS2: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation ACL 2026 MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing ACL 2026 Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism ACL 2026 SDAR-VL: Stable and Efficient Block-wise Diffusion for Vision-Language Understanding ACL 2026 AdsQA: Towards Advertisement Video Understanding ICCV 2025 Advancing LLM Reasoning Generalists with Preference Trees ICLR 2025 Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback ACL 2025 Fourier Position Embedding: Enhancing Attention’s Periodic Extension for Length Generalization ICML 2025 Free Process Rewards without Process Labels ICML 2025 Fusing Highly Specialized Language Models for Comprehensive Expertise ACL 2025 How to Synthesize Text Data without Model Collapse? ICML 2025 Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process ACL 2025 Less is More: Efficient Model Merging with Binary Task Switch CVPR 2025 Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System ACL 2025 MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding ICML 2025 OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees ICLR 2025 Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025 ReviewRL: Towards Automated Scientific Review with RL EMNLP 2025 Scalability of LLM-Based Multi-Agent Systems for Scientific Code Generation: A Preliminary Study EMNLP 2025 The 1st SpeechWellness Challenge: Detecting Suicide Risk Among Adolescents Interspeech 2025 AdapEdit: Spatio-Temporal Guided Adaptive Editing Algorithm for Text-Based Continuity-Sensitive Image Editing AAAI 2024 CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following ACL 2024 EVS-assisted Joint Deblurring Rolling-Shutter Correction and Video Frame Interpolation through Sensor Inverse Modeling CVPR 2024 Exploring Adversarial Robustness of Deep State Space Models NeurIPS 2024 Generative Multi-Modal Knowledge Retrieval with Large Language Models AAAI 2024 Interactive Continual Learning: Fast and Slow Thinking CVPR 2024 LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion CVPR 2024 LMD: Faster Image Reconstruction with Latent Masking Diffusion AAAI 2024 MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making EMNLP 2024 Neural Residual Diffusion Models for Deep Scalable Vision Generation NeurIPS 2024 On Large Language Models’ Hallucination with Regard to Known Facts NAACL 2024 On the token distance modeling ability of higher RoPE attention dimension EMNLP 2024 PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning NAACL 2024 Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention EMNLP 2024 SMR: State Memory Replay for Long Sequence Modeling ACL 2024 Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever ACL 2024 UltraMedical: Building Specialized Generalists in Biomedicine NeurIPS 2024 CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model EMNLP 2023 Enhancing Chat Language Models by Scaling High-quality Instructional Conversations EMNLP 2023 Sparse Low-rank Adaptation of Pre-trained Language Models EMNLP 2023 PetsGAN: Rethinking Priors for Single Image Generation AAAI 2022 Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification NAACL 2021 K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce EMNLP 2021 Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization EMNLP 2021 RoR: Read-over-Read for Long Document Machine Reading Comprehension EMNLP 2021 Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification NAACL 2021 SGG: Learning to Select, Guide, and Generate for Keyphrase Generation NAACL 2021 Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products AAAI 2020 Efficient WaveGlow: An Improved WaveGlow Vocoder with Enhanced Speed Interspeech 2020 Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training COLING 2020 Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product EMNLP 2020 On the Faithfulness for E-commerce Product Summarization COLING 2020 Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding ACL 2020 Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents AAAI 2020 Self-Attention Guided Copy Mechanism for Abstractive Summarization ACL 2020 Sound Event Localization and Detection Based on Multiple DOA Beamforming and Multi-Task Learning Interspeech 2020 Zero-Shot Text-to-SQL Learning with Auxiliary Task AAAI 2020 Direct-Path Signal Cross-Correlation Estimation for Sound Source Localization in Reverberation Interspeech 2019 End-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion AAAI 2019 Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss IJCAI 2019 Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs ACL 2019 Multi-Stride Self-Attention for Speech Recognition Interspeech 2019 On the Convergence and Robustness of Adversarial Training ICML 2019 Relation Module for Non-Answerable Predictions on Reading Comprehension CoNLL 2019 Speaker Diarization with Lexical Information Interspeech 2019 Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions ICLR 2019 Diverse Few-Shot Text Classification with Multiple Metrics NAACL 2018 Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents IJCAI 2018 Group Sparse CNNs for Question Classification with Answer Sets ACL 2017 Improved Neural Relation Detection for Knowledge Base Question Answering ACL 2017 Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks Interspeech 2017 Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond CoNLL 2016 Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence NAACL 2016 Improved Representation Learning for Question Answer Matching ACL 2016 Labeled Data Generation with Encoder-Decoder LSTM for Semantic Slot Filling Interspeech 2016 Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling EMNLP 2016 Pointing the Unknown Words ACL 2016 Simple Question Answering by Attentive Convolutional Neural Network COLING 2016 Classifying Relations by Ranking with Convolutional Neural Networks ACL 2015 Dependency-based Convolutional Neural Networks for Sentence Embedding ACL 2015 Efficient Hyper-parameter Optimization for NLP Applications EMNLP 2015 Medical Synonym Extraction with Concept Space Models IJCAI 2015 A Corpus Level MIRA Tuning Strategy for Machine Translation EMNLP 2013 Anchor Graph: Global Reordering Contexts for Statistical Machine Translation EMNLP 2013 Discriminative Training of 150 Million Translation Parameters and Its Application to Pruning NAACL 2013 Enlisting the Ghost: Modeling Empty Categories for Machine Translation ACL 2013 Flexible and Efficient Hypergraph Interactions for Joint Hierarchical and Forest-to-String Decoding EMNLP 2013 Two-Neighbor Orientation Model with Cross-Boundary Global Contexts ACL 2013 What is Hidden among Translation Rules EMNLP 2013 A Power Mean Based Algorithm for Combining Multiple Alignment Tables COLING 2010 Diversify and Combine: Improving Word Alignment for Machine Translation on Low-Resource Languages ACL 2010 Soft Syntactic Constraints for Hierarchical Phrase-Based Translation Using Latent Syntactic Distributions EMNLP 2010 Two Methods for Extending Hierarchical Rules from the Bilingual Chart Parsing COLING 2010 Optimizing Word Alignment Combination For Phrase Table Training ACL 2009