LBM: Hierarchical Large Auto-Bidding Model via Reasoning and Acting

Yewen Li, Zhiyi Lyu, Peng Jiang +3

LDACP: Long-Delayed Ad Conversions Prediction Model for Bidding Strategy

Peng Cui, Yiming Yang, Fusheng Jin +8

Optimized Cost per Click in Taobao Display Advertising

Han Zhu, Junqi Jin, Chang Tan +4

Should Missing Modalities Always Be Necessary to Repair for Multi-modal Sentiment Analysis?

Yubo Gao, Haotian Wu, Xiaoyu Xu +9

Fine-grained Background Representation for Weakly Supervised Semantic Segmentation

Xu Yin, Woobin Im, Dongbo Min +3

Hierarchical Semantic RL: Tackling the Problem of Dynamic Action Space for RL-based Recommendations

Minmao Wang, Xingchen Liu, Shijie Yi +5

Reaching Consensus in the Byzantine Empire: A Comprehensive Review of BFT Consensus Algorithms

Gengrui Zhang, Fei Pan, Yunhao Mao +5

Robotic transcatheter tricuspid valve replacement with hybrid enhanced intelligence: a new paradigm and first-in-vivo study

Shuangyi Wang, Haichuan Lin, Yiping Xie +10

Affinity Fusion Graph-based Framework for Natural Image Segmentation

Yang Zhang, Moyun Liu, Jingwu He +2

A Transductive Maximum Margin Classifier for Few-Shot Learning

Fei Pan, Chunlei Xu, Jie Guo +1

Variational Prototyping-Encoder: One-Shot Learning with Prototypical Images

Junsik Kim, Tae-Hyun Oh, Seokju Lee +2

MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation

Fei Pan, Xu Yin, Seokju Lee +3

Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection

Fei Pan, Francois Rameau, Junsik Kim +1

Generative Auto-Bidding with Value-Guided Explorations

Jingtong Gao, Yewen Li, Shuai Mao +8

ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation

Fei Pan, Sungsu Hur, Seokju Lee +2

Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision

Fei Pan, Inkyu Shin, Francois Rameau +2

Geometric Knowledge-Assisted Federated Dual Knowledge Distillation Approach Towards Remote Sensing Satellite Imagery

Luyao Zou, Fei Pan, Jueying Li +4

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems

Changxin Lao, Fei Pan, Guozhuang Ma +59

Zero-shot Building Attribute Extraction from Large-Scale Vision and Language Models

Fei Pan, Sangryul Jeon, Brian Wang +2

Temporal Alignment Prediction for Few-Shot Video Classification

Fei Pan, Chunlei Xu, Jie Guo +1

We Know What You Want: An Advertising Strategy Recommender System for Online Advertising

Liyi Guo, Junqi Jin, Haoqi Zhang +10

GAS: Generative Auto-bidding with Post-training Search

Yewen Li, Shuai Mao, Jingtong Gao +6

DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation

Sanghyun Jo, Fei Pan, In-Jae Yu +1

PrestigeBFT: Revolutionizing View Changes in BFT Consensus Algorithms with Reputation Mechanisms

Gengrui Zhang, Fei Pan, Sofia Tijanic +1

Learning to Advertise for Organic Traffic Maximization in E-Commerce Product Feeds

Dagui Chen, Junqi Jin, Weinan Zhang +7

ImageNet-D: Benchmarking Neural Network Robustness on Diffusion Synthetic Object

Chenshuang Zhang, Fei Pan, Junmo Kim +2

SinkRec: Mitigating Semantic State Sink in Long Sequence Recommendation with Memory-Conditioned Gated Delta Networks

Zhuang Zhuang, Zhipeng Wei, Ji Dai +4

V-Guard: An Efficient Permissioned Blockchain for Achieving Consensus under Dynamic Memberships in V2X

Gengrui Zhang, Yunhao Mao, Shiquan Zhang +3

PanJoin: A Partition-based Adaptive Stream Join

Fei Pan, Hans-Arno Jacobsen

Generative Auto-Bidding in Large-Scale Competitive Auctions via Diffusion Completer-Aligner

Yewen Li, Jingtong Gao, Nan Jiang +7

Phonon-laser sensing in a hetero optomechanical crystal cavity

Kaiyu Cui, Zhilei Huang, Qiancheng Xu +6

ReST: A Plug-and-Play Spatially-Constrained Representation Enhancement Framework for Local-Life Recommendation

Hao Jiang, Long Zhang, Guoquan Wang +6

OpenSlot: Mixed Open-Set Recognition with Object-Centric Learning

Xu Yin, Fei Pan, Guoyuan An +3

Dual-View Selective Instance Segmentation Network for Unstained Live Adherent Cells in Differential Interference Contrast Images

Fei Pan, Yutong Wu, Kangning Cui +9

Anomalous relation between in-plane and out-of-plane stiffnesses in 2D networked materials

Fei Pan, Feng Zhang, Yuli Chen +3

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation

Zhuang Zhuang, Zhipeng Wei, Rongfeng Guo +4

Interpretable Representation via LLM-Driven Generative Disentanglement for Local-Life Service Recommendation

Long Zhang, Hao Jiang, Sheng Yu +3

WhisperRec: Latent Reasoning for Efficient Foundation Recommendation Models

Hao Jiang, Peiru Du, Pengfei Yao +10

The paper presents WhisperRec, a framework that compresses teacher-generated chain‑of‑thought explanations into learnable latent tokens, allowing recommendation models to reason in…

From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation

Zhi Chen, Minmao Wang, Xingchen Liu +8

The paper introduces a feedback‑driven framework that first extracts user intent and then discovers recommendation policies using outcome‑derived feedback, distilling this knowledg…

Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation

Seokju Lee, Francois Rameau, Fei Pan +1

ACQ: A Unified Framework for Automated Programmatic Creativity in Online Advertising

Ruizhi Wang, Kai Liu, Bingjie Li +4

Two-phase Pseudo Label Densification for Self-training based Domain Adaptation

Inkyu Shin, Sanghyun Woo, Fei Pan +1

OneReason Technical Report

OneRec Team, Biao Yang, Boyang Ding +81

Learning Structures for Deep Neural Networks

Jinhui Yuan, Fei Pan, Chunting Zhou +2