Cones: Concept Neurons in Diffusion Models for Customized Generation

Zhiheng Liu, Ruili Feng, Kai Zhu +6

Perception, Verdict, and Evolution: Hindsight-Driven Self-Refining Forensics Agent for AI-Generated Image Detection

Yangjun Wu, Keyu Yan, Yu Liu +5

Qwen Technical Report

Jinze Bai, Shuai Bai, Yunfei Chu +45

FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data

Shuyuan Yan, Bolin Ding, Wei Guo +4

Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models

Boyi Deng, Xu Wang, Yaoning Wang +15

Breaking Entropy Bounds: Accelerating RL Training via MTP with Rejection Sampling

Yucheng Li, Huiqiang Jiang, Yang Xu +14

WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking

Zhengwei Tao, Haiyang Shen, Baixuan Li +11

PANDA: Facilitating Usable AI Development

Jinyang Gao, Wei Wang, Meihui Zhang +7

Efficient Vector Search in the Wild: One Model for Multi-K Queries

Yifan Peng, Jiafei Fan, Xingda Wei +7

AsymKV: Enabling 1-Bit Quantization of KV Cache with Layer-Wise Asymmetric Quantization Configurations

Qian Tao, Wenyuan Yu, Jingren Zhou

Banyan: A Scoped Dataflow Engine for Graph Query Service

Li Su, Xiaoming Qin, Zichao Zhang +6

On Knowledge Editing in Federated Learning: Perspectives, Challenges, and Future Directions

Leijie Wu, Song Guo, Junxiao Wang +3

RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing

Hao Xiang, Tianyi Tang, Yang Su +10

AliGraph: A Comprehensive Graph Neural Network Platform

Rong Zhu, Kun Zhao, Hongxia Yang +5

OccuQuest: Mitigating Occupational Bias for Inclusive Large Language Models

Mingfeng Xue, Dayiheng Liu, Kexin Yang +5

Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment

Keming Lu, Bowen Yu, Chang Zhou +1

ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer

Zhen Han, Zeyinzi Jiang, Yulin Pan +5

QwenPaw-Data: Bridging Facts, Methodology, and Execution for Autonomous Enterprise Data Analytics

Tianjing Zeng, Yuntao Hong, Zhongjun Ding +17

The paper presents QwenPaw-Data, an autonomous agent system that turns natural‑language requests into end‑to‑end enterprise data analysis workflows by integrating semantic groundin…

I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models

Shiwei Zhang, Jiayu Wang, Yingya Zhang +6

Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese

An Yang, Junshu Pan, Junyang Lin +4

ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking

Baixuan Li, Dingchu Zhang, Jialong Wu +9

Towards a Converged Relational-Graph Optimization Framework

Yunkai Lou, Longbin Lai, Bingqing Lyu +5

A Survey on Self-Evolution of Large Language Models

Zhengwei Tao, Ting-En Lin, Xiancai Chen +7

M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems

Zeyu Cui, Jianxin Ma, Chang Zhou +2

Rethinking Efficient Tuning Methods from a Unified Perspective

Zeyinzi Jiang, Chaojie Mao, Ziyuan Huang +3

Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs

Haoming Meng, Kexin Huang, Shaohang Wei +6

The Lessons of Developing Process Reward Models in Mathematical Reasoning

Zhenru Zhang, Chujie Zheng, Yangzhen Wu +6

XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL

Yifu Liu, Yin Zhu, Yingqi Gao +8

Qwen-RobotManip Technical Report: Alignment Unlocks Scale for Robotic Manipulation Foundation Models

Haoqi Yuan, Zhixuan Liang, Anzhe Chen +20

FederatedScope: A Flexible Federated Learning Platform for Heterogeneity

Yuexiang Xie, Zhen Wang, Dawei Gao +6

DreamVideo: Composing Your Dream Videos with Customized Subject and Motion

Yujie Wei, Shiwei Zhang, Zhiwu Qing +6

Lipschitz Singularities in Diffusion Models

Zhantao Yang, Ruili Feng, Han Zhang +8

ProcessBench: Identifying Process Errors in Mathematical Reasoning

Chujie Zheng, Zhenru Zhang, Beichen Zhang +6

mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video

Haiyang Xu, Qinghao Ye, Ming Yan +12

M6-UFC: Unifying Multi-Modal Controls for Conditional Image Synthesis via Non-Autoregressive Generative Transformers

Zhu Zhang, Jianxin Ma, Chang Zhou +6

Reliable Adversarial Distillation with Unreliable Teachers

Jianing Zhu, Jiangchao Yao, Bo Han +6

MAI-UI Technical Report: Real-World Centric Foundation GUI Agents

Hanzhang Zhou, Xu Zhang, Panrong Tong +8

AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents

Zhaopeng Feng, Liangcai Su, Zhen Zhang +16

Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Peng Wang, Shuai Bai, Sinan Tan +16

Towards Knowledge-Based Personalized Product Description Generation in E-commerce

Qibin Chen, Junyang Lin, Yichang Zhang +3

Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model

Chenhan Yuan, Fei Huang, Ru Peng +4

Wan-Image: Pushing the Boundaries of Generative Visual Intelligence

Chaojie Mao, Chen-Wei Xie, Chongyang Zhong +55

Video = World + Event Stream

Lianghua Huang, Zhi-Fan Wu, Yupeng Shi +24

The paper introduces Wan-Streamer v0.3, a model that treats video as a combination of a persistent world and a dynamic event stream, enabling real-time multimodal audio‑visual inte…

EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism

Yanxi Chen, Xuchen Pan, Yaliang Li +2

GastCoCo: Graph Storage and Coroutine-Based Prefetch Co-Design for Dynamic Graph Processing

Hongfu Li, Qian Tao, Song Yu +6

Very Large-Scale Multi-Agent Simulation in AgentScope

Xuchen Pan, Dawei Gao, Yuexiang Xie +6

Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation

Yuxing Han, Ziniu Wu, Peizhi Wu +11

Qwen2.5-Coder Technical Report

Binyuan Hui, Jian Yang, Zeyu Cui +21

BridgeScope: A Universal Toolkit for Bridging Large Language Models and Databases

Lianggui Weng, Dandan Liu, Rong Zhu +2

Qwen2.5 Technical Report

Qwen, :, An Yang +41

On the Direction of RLVR Updates for LLM Reasoning: Identification and Exploitation

Kexin Huang, Haoming Meng, Junkang Wu +10

SLPT: Selective Labeling Meets Prompt Tuning on Label-Limited Lesion Segmentation

Fan Bai, Ke Yan, Xiaoyu Bai +6

A Pluggable Learned Index Method via Sampling and Gap Insertion

Yaliang Li, Daoyuan Chen, Bolin Ding +2

Qwen2-Audio Technical Report

Yunfei Chu, Jin Xu, Qian Yang +9

Learning to be a Statistician: Learned Estimator for Number of Distinct Values

Renzhi Wu, Bolin Ding, Xu Chu +4

QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Fanqi Wan, Weizhou Shen, Shengyi Liao +7

Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization

Mingze Yuan, Yingda Xia, Hexin Dong +13

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Jiabo Ye, Haiyang Xu, Haowei Liu +6

Baihe: SysML Framework for AI-driven Databases

Andreas Pfadler, Rong Zhu, Wei Chen +4

FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning

Weirui Kuang, Bingchen Qian, Zitao Li +7

In-Context LoRA for Diffusion Transformers

Lianghua Huang, Wei Wang, Zhi-Fan Wu +6

Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free

Zihan Qiu, Zekun Wang, Bo Zheng +10

Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation

Yongji Wu, Defu Lian, Neil Zhenqiang Gong +4

InterBERT: Vision-and-Language Interaction for Multi-modal Pretraining

Junyang Lin, An Yang, Yichang Zhang +3

Sampling-based Estimation of the Number of Distinct Values in Distributed Environment

Jiajun Li, Zhewei Wei, Bolin Ding +3

FSPN: A New Class of Probabilistic Graphical Model

Ziniu Wu, Rong Zhu, Andreas Pfadler +5

Language Models can Self-Lengthen to Generate Long Texts

Shanghaoran Quan, Tianyi Tang, Bowen Yu +7

Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models

Hao Xiang, Bowen Yu, Hongyu Lin +7

Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans

Zhanghexuan Ji, Dazhou Guo, Puyang Wang +9

Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Chujie Zheng, Kai Dang, Bowen Yu +10

WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models

Jun-Yan He, Zhi-Qi Cheng, Chenyang Li +10

Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Yanzhao Zhang, Mingxin Li, Dingkun Long +9

AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search

Daoyuan Chen, Yaliang Li, Minghui Qiu +7

Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Yunfei Chu, Jin Xu, Xiaohuan Zhou +5

Deeper is Not Always Better: Mitigating the Alignment Tax via Confident Layer Decoding

Xuanming Zhang, Sining Zhoubian, Yuxuan Chen +8

Matching in the Wild: Learning Anatomical Embeddings for Multi-Modality Images

Xiaoyu Bai, Fan Bai, Xiaofei Huo +10

Qwen-Image-Flash: Beyond Objective Design

Tianhe Wu, Kun Yan, Zikai Zhou +21

IterResearch: Rethinking Long-Horizon Agents with Interaction Scaling

Guoxin Chen, Zile Qiao, Xuanzhong Chen +13

Wan: Open and Advanced Large-Scale Video Generative Models

Team Wan, Ang Wang, Baole Ai +58

TrainMover: An Interruption-Resilient Runtime for ML Training

ChonLam Lao, Jiaqi Gao, Jiamin Cao +13

VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation

Zhengxiong Luo, Dayou Chen, Yingya Zhang +6

Layph: Making Change Propagation Constraint in Incremental Graph Processing by Layering Graph

Song Yu, Shufeng Gong, Yanfeng Zhang +7

WorldPM: Scaling Human Preference Modeling

Binghai Wang, Runji Lin, Keming Lu +17

Qwen3Guard Technical Report

Haiquan Zhao, Chenhan Yuan, Fei Huang +40

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models

Chenliang Li, Hehong Chen, Ming Yan +11

Mobile-Agent-v3.5: Multi-platform Fundamental GUI Agents

Haiyang Xu, Xi Zhang, Haowei Liu +16

Dynamic Memory based Attention Network for Sequential Recommendation

Qiaoyu Tan, Jianwei Zhang, Ninghao Liu +4

Provable Scaling Laws for the Test-Time Compute of Large Language Models

Yanxi Chen, Xuchen Pan, Yaliang Li +2

WebSailor: Navigating Super-human Reasoning for Web Agent

Kuan Li, Zhongwang Zhang, Huifeng Yin +16

Qwen-RobotNav Technical Report: A Scalable Navigation Model Designed for an Agentic Navigation System

Jiazhao Zhang, Gengze Zhou, Hale Yin +32

Glue: Adaptively Merging Single Table Cardinality to Estimate Join Query Size

Rong Zhu, Tianjing Zeng, Andreas Pfadler +3

AmbiSQL: Interactive Ambiguity Detection and Resolution for Text-to-SQL

Zhongjun Ding, Yin Lin, Tianjing Zeng +3

Learning to Rehearse in Long Sequence Memorization

Zhu Zhang, Chang Zhou, Jianxin Ma +4

ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization

Xixi Wu, Kuan Li, Yida Zhao +13

PRICE: A Pretrained Model for Cross-Database Cardinality Estimation

Tianjing Zeng, Junwei Lan, Jiahong Ma +7

AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension

Qian Yang, Jin Xu, Wenrui Liu +8

Wan-Streamer v0.1: End-to-end Real-time Interactive Foundation Models

Lianghua Huang, Zhi-Fan Wu, Wei Wang +22

mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding

Anwen Hu, Haiyang Xu, Jiabo Ye +8

Qwen3-VL Technical Report

Shuai Bai, Yuxuan Cai, Ruizhe Chen +61

Group Diffusion Transformers are Unsupervised Multitask Learners

Lianghua Huang, Wei Wang, Zhi-Fan Wu +6