CF-Font: Content Fusion for Few-shot Font Generation

Chi Wang, Min Zhou, Tiezheng Ge +3

SOLO: Segmenting Objects by Locations

Xinlong Wang, Tao Kong, Chunhua Shen +2

COPR: Consistency-Oriented Pre-Ranking for Online Advertising

Zhishan Zhao, Jingyue Gao, Yu Zhang +8

Optimal Experiment Design for AC Power Systems Admittance Estimation

Xu Du, Alexander Engelmann, Yuning Jiang +2

TextPainter: Multimodal Text Image Generation with Visual-harmony and Text-comprehension for Poster Design

Yifan Gao, Jinpeng Lin, Min Zhou +4

Motion Transformer for Unsupervised Image Animation

Jiale Tao, Biao Wang, Tiezheng Ge +3

CONFIG: Constrained Efficient Global Optimization for Closed-Loop Control System Optimization with Unmodeled Constraints

Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic +1

VulCPE: Context-Aware Cybersecurity Vulnerability Retrieval and Management

Yuning Jiang, Feiyang Shang, Freedy Tan Wei You +6

Distributed Optimization using ALADIN for MPC in Smart Grids

Yuning Jiang, Philipp Sauerteig, Boris Houska +1

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

Liyi Guo, Junqi Jin, Haoqi Zhang +10

Hypergraph-Based Fast Distributed AC Power Flow Optimization

Xinliang Dai, Yingzhao Lian, Yuning Jiang +2

Self-Supervised Text Erasing with Controllable Image Synthesis

Gangwei Jiang, Shiyao Wang, Tiezheng Ge +3

KPC: Learning-Based Model Predictive Control with Deterministic Guarantees

Emilio T. Maddalena, Paul Scharnhorst, Yuning Jiang +1

Advancing Distributed AC Optimal Power Flow for Integrated Transmission-Distribution Systems

Xinliang Dai, Junyi Zhai, Yuning Jiang +3

Task-Aware Monocular Depth Estimation for 3D Object Detection

Xinlong Wang, Wei Yin, Tao Kong +3

Multi-Behavior Sequential Modeling with Transition-Aware Graph Attention Network for E-Commerce Recommendation

Hanqi Jin, Gaoming Yang, Zhangming Chan +7

MegDet: A Large Mini-Batch Object Detector

Chao Peng, Tete Xiao, Zeming Li +5

Dual-Level Decoupled Transformer for Video Captioning

Yiqi Gao, Xinglin Hou, Wei Suo +4

Data-Driven Robust Control Using Prediction Error Bounds Based on Perturbation Analysis

Baiwei Guo, Yuning Jiang, Colin N. Jones +1

One-Bit Byzantine-Tolerant Distributed Learning via Over-the-Air Computation

Yuhan Yang, Youlong Wu, Yuning Jiang +1

Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model

Xiang-Rong Sheng, Jingyue Gao, Yueyao Cheng +6

RecGPT Technical Report

Chao Yi, Dian Chen, Gaoyang Guo +51

CapOnImage: Context-driven Dense-Captioning on Image

Yiqi Gao, Xinglin Hou, Yuanmeng Zhang +3

Interactive Recommendation Agent with Active User Commands

Jiakai Tang, Yujie Luo, Xunke Xi +12

Controllable Person Image Synthesis with Attribute-Decomposed GAN

Yifang Men, Yiming Mao, Yuning Jiang +2

FastMask: Segment Multi-scale Object Candidates in One Shot

Hexiang Hu, Shiyi Lan, Yuning Jiang +2

SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation

Yining Yao, Ziwei Li, Shuwen Xiao +5

A Distributionally Robust Model Predictive Control for Static and Dynamic Uncertainties in Smart Grids

Qi Li, Ye Shi, Yuning Jiang +3

Decomposition of non-convex optimization via bi-level distributed ALADIN

Alexander Engelmann, Yuning Jiang, Boris Houska +1

A Generalized Stopping Criterion for Real-Time MPC with Guaranteed Stability

Kristína Fedorová, Yuning Jiang, Juraj Oravec +2

Safe Zeroth-Order Optimization Using Quadratic Local Approximations

Baiwei Guo, Yuning Jiang, Giancarlo Ferrari-Trecate +1

Ensuring Data Privacy in AC Optimal Power Flow with a Distributed Co-Simulation Framework

Xinliang Dai, Alexander Kocher, Jovana Kovačević +5

Principled Preferential Bayesian Optimization

Wenjie Xu, Wenbin Wang, Yuning Jiang +2

Parallel Latent Reasoning for Sequential Recommendation

Jiakai Tang, Xu Chen, Wen Chen +3

WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis

Chengwei Hu, Jianhui Zheng, Yancheng He +7

Parallel MPC for Linear Systems with State and Input Constraints

Jiahe Shi, Yuning Jiang, Juraj Oravec +1

A Long-term Value Prediction Framework In Video Ranking

Huabin Chen, Xinao Wang, Huiping Chu +5

Real-Time Coordination of Integrated Transmission and Distribution Systems: Flexibility Modeling and Distributed NMPC Scheduling

Xinliang Dai, Yi Guo, Yuning Jiang +3

Learning Pixel-Level Distinctions for Video Highlight Detection

Fanyue Wei, Biao Wang, Tiezheng Ge +3

Composition-aware Graphic Layout GAN for Visual-textual Presentation Designs

Min Zhou, Chenchen Xu, Ye Ma +3

Distributed Multi-Building Coordination for Demand Response

Junyan Su, Yuning Jiang, Altug Bitlislioglu +2

Robust Resource-Aware Self-triggered Model Predictive Control

Yingzhao Lian, Yuning Jiang, Naomi Stricker +2

UniVSE: Robust Visual Semantic Embeddings via Structured Semantic Representations

Hao Wu, Jiayuan Mao, Yufeng Zhang +4

Safe Zeroth-Order Optimization Using Linear Programs

Baiwei Guo, Yang Wang, Yuning Jiang +2

Unsupervised Domain Adaption with Pixel-level Discriminator for Image-aware Layout Generation

Chenchen Xu, Min Zhou, Tiezheng Ge +2

Effective Domain Knowledge Transfer with Soft Fine-tuning

Zhichen Zhao, Bowen Zhang, Yuning Jiang +3

Structure-Aware Motion Transfer with Deformable Anchor Model

Jiale Tao, Biao Wang, Borun Xu +4

Parallel Explicit Model Predictive Control

Yuning Jiang, Juraj Oravec, Boris Houska +1

Bayesian Optimization of Expensive Nested Grey-Box Functions

Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic +1

LoopCTR: Unlocking the Loop Scaling Power for Click-Through Rate Prediction

Jiakai Tang, Runfeng Zhang, Weiqiu Wang +7

AliBoost: Ecological Boosting Framework in Alibaba Platform

Qijie Shen, Yuanchen Bei, Zihong Huang +8

ReaSeq: Unleashing World Knowledge via Reasoning for Sequential Modeling

Jiakai Tang, Chuan Wang, Gaoming Yang +31

Estimation of Reliable Proposal Quality for Temporal Action Detection

Junshan Hu, Chaoxu guo, Liansheng Zhuang +4

ShopX: A Foundation Model for Intent-to-Item Fulfillment in Agentic Shopping

Jiacheng Chen, Tao Zhang, Manxi Lin +26

ShopX is a foundation model that directly translates user shopping intents into item-space actions using semantic IDs, integrating intent understanding, planning, and item retrieva…

Parallel Explicit Tube Model Predictive Control

Kai Wang, Yuning Jiang, Juraj Oravec +2

RecIS: Sparse to Dense, A Unified Training Framework for Recommendation Models

Hua Zong, Qingtao Zeng, Zhengxiong Zhou +31

Geometry Aligned Variational Transformer for Image-conditioned Layout Generation

Yunning Cao, Ye Ma, Min Zhou +4

Federated Linear Bandit Learning via Over-the-Air Computation

Jiali Wang, Yuning Jiang, Xin Liu +2

Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction

Xiaoqiang Gui, Yueyao Cheng, Xiang-Rong Sheng +6

Boosting Image Outpainting with Semantic Layout Prediction

Ye Ma, Jin Ma, Min Zhou +4

InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning

Qihang Ai, Pi Bu, Yue Cao +8

SecAgent: Efficient Mobile GUI Agent with Semantic Context

Yiping Xie, Song Chen, Jingxuan Xing +7

Decentralized Optimization over Tree Graphs

Yuning Jiang, Dimitris Kouzoupis, Haoyu Yin +2

PIQP: A Proximal Interior-Point Quadratic Programming Solver

Roland Schwan, Yuning Jiang, Daniel Kuhn +1

Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models

Yunjia Xi, Muyan Weng, Wen Chen +9

Video Object of Interest Segmentation

Siyuan Zhou, Chunru Zhan, Biao Wang +3

Towards Distributed OPF using ALADIN

Alexander Engelmann, Yuning Jiang, Tillmann Mühlpfordt +2

Visual Captioning at Will: Describing Images and Videos Guided by a Few Stylized Sentences

Dingyi Yang, Hongyu Chen, Xinglin Hou +3

SSRLive: Live Streaming Recommendation with Dynamic Semantic ID

Teng Shi, Zhaoheng Li, Yuanhang Qu +3

Motion and Appearance Adaptation for Cross-Domain Motion Transfer

Borun Xu, Biao Wang, Jinhong Deng +5

Acquisition of Localization Confidence for Accurate Object Detection

Borui Jiang, Ruixuan Luo, Jiayuan Mao +2

FoveaBox: Beyond Anchor-based Object Detector

Tao Kong, Fuchun Sun, Huaping Liu +3

Federated Reinforcement Learning for Real-Time Electric Vehicle Charging and Discharging Control

Zixuan Zhang, Yuning Jiang, Yuanming Shi +2

Over-the-Air Computation via Reconfigurable Intelligent Surface

Wenzhi Fang, Yuning Jiang, Yuanming Shi +3

Learning Deep Face Representation

Haoqiang Fan, Zhimin Cao, Yuning Jiang +2

Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach

Zhangming Chan, Yu Zhang, Shuguang Han +8

ALADIN-$α$ -- An open-source MATLAB toolbox for distributed non-convex optimization

Alexander Engelmann, Yuning Jiang, Henrieke Benner +3

Distributed Optimal Power Flow for VSC-MTDC Meshed AC/DC Grids Using ALADIN

Junyi Zhai, Xinliang Dai, Yuning Jiang +4

Robust Uncertainty Bounds in Reproducing Kernel Hilbert Spaces: A Convex Optimization Approach

Paul Scharnhorst, Emilio T. Maddalena, Yuning Jiang +1

Mobile-R1: Towards Interactive Capability for VLM-Based Mobile Agent via Systematic Training

Jihao Gu, Qihang Ai, Yingyao Wang +10

TBGRecall: A Generative Retrieval Model for E-commerce Recommendation Scenarios

Zida Liang, Changfa Wu, Dunxian Huang +9

Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights

Xiang-Rong Sheng, Feifan Yang, Litong Gong +10

Safe Zeroth-Order Convex Optimization Using Quadratic Local Approximations

Baiwei Guo, Yuning Jiang, Maryam Kamgarpour +1

Distributed Optimization for Massive Connectivity

Yuning Jiang, Junyan Su, Yuanming Shi +1

Unified Perceptual Parsing for Scene Understanding

Tete Xiao, Yingcheng Liu, Bolei Zhou +2

RecGPT-Mobile: On-Device Large Language Models for User Intent Understanding in Taobao Feed Recommendation

Bin Zhang, Weipeng Huang, Dimin Wang +9

Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao

Jingyue Gao, Shuguang Han, Han Zhu +4

DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories

Hao Wu, Hanyuan Zhang, Xinyu Zhang +3

VulRG: Multi-Level Explainable Vulnerability Patch Ranking for Complex Systems Using Graphs

Yuning Jiang, Nay Oo, Qiaoran Meng +2

Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning

Wenzhi Fang, Ziyi Yu, Yuning Jiang +3

CoNRec: Context-Discerning Negative Recommendation with LLMs

Xinda Chen, Jiawei Wu, Yishuang Liu +5

UnitBox: An Advanced Object Detection Network

Jiahui Yu, Yuning Jiang, Zhangyang Wang +2

Multi-Agent Bayesian Optimization with Coupled Black-Box and Affine Constraints

Wenjie Xu, Yuning Jiang, Bratislav Svetozarevic +1

Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation

Jiakai Tang, Sunhao Dai, Teng Shi +5

Scheduling Delays and Curtailment for Household Appliances with Deterministic Load Profiles using MPC

Yingzhao Lian, Yuning Jiang, Colin N. Jones +1

AndroidLens: Long-latency Evaluation with Nested Sub-targets for Android GUI Agents

Yue Cao, Yingyao Wang, Pi Bu +10

Distributed State Estimation for AC Power Systems using Gauss-Newton ALADIN

Xu Du, Alexander Engelmann, Yuning Jiang +2

MIRAGE: Towards AI-Generated Image Detection in the Wild

Cheng Xia, Manxi Lin, Jiexiang Tan +6

What Can Help Pedestrian Detection?

Jiayuan Mao, Tete Xiao, Yuning Jiang +1

HiSAC: Hierarchical Sparse Activation Compression for Ultra-long Sequence Modeling in Recommenders

Kun Yuan, Junyu Bi, Daixuan Cheng +5