papers

Publications (90)

cs.CV2020

Synchronous Bidirectional Learning for Multilingual Lip Reading

Mingshuang Luo, Shuang Yang, Xilin Chen +2

cs.AI2025

STARK: Strategic Team of Agents for Refining Kernels

Juncheng Dong, Yang Yang, Tao Liu +5

cs.IR2025

CoFiRec: Coarse-to-Fine Tokenization for Generative Recommendation

Tianxin Wei, Xuying Ning, Xuxing Chen +6

cs.CV2020

Mutual Information Maximization for Effective Lip Reading

Xing Zhao, Shuang Yang, Shiguang Shan +1

cs.IR2025

Multimodal Recommendation via Self-Corrective Preference Alignmen

Yalong Guan, Xiang Chen, Mingyang Wang +7

cs.LG2021

Nonlinear Projection Based Gradient Estimation for Query Efficient Blackbox Attacks

Huichen Li, Linyi Li, Xiaojun Xu +3

cs.IR2025

Foresight Prediction Enhanced Live-Streaming Recommendation

Jiangxia Cao, Ruochen Yang, Xiang Chen +8

cs.IR2025

SAIL-Embedding Technical Report: Omni-modal Embedding Foundation Model

Lin Lin, Jiefeng Long, Zhihe Wan +15

cs.IR2025

LLM-Alignment Live-Streaming Recommendation

Yueyang Liu, Jiangxia Cao, Shen Wang +7

cs.CV2020

Pseudo-Convolutional Policy Gradient for Sequence-to-Sequence Lip-Reading

Mingshuang Luo, Shuang Yang, Shiguang Shan +1

cs.IR2025

FARM: Frequency-Aware Model for Cross-Domain Live-Streaming Recommendation

Xiaodong Li, Ruochen Yang, Shuang Wen +10

cs.DS2026

Planar Embedding of Okamura-Seymour Quasimetrics in Polynomial Time with an Application to Distributed SSSP

Hung Le, Hector Tierno, Shuang Yang

cs.CV2024

Learning Separable Hidden Unit Contributions for Speaker-Adaptive Lip-Reading

Songtao Luo, Shuang Yang, Shiguang Shan +1

cs.AI2025

ARMs: Adaptive Red-Teaming Agent against Multimodal Models with Plug-and-Play Attacks

Zhaorun Chen, Xun Liu, Mintong Kang +4

cs.CV2023

Unpaired Multi-domain Attribute Translation of 3D Facial Shapes with a Square and Symmetric Geometric Map

Zhenfeng Fan, Zhiheng Zhang, Shuang Yang +3

cs.IR2024

Moment&Cross: Next-Generation Real-Time Cross-Domain CTR Prediction for Live-Streaming Recommendation at Kuaishou

Jiangxia Cao, Shen Wang, Yue Li +6

cond-mat.mes-hall2015

Zinc-blende and wurtzite GaAs quantum dots in nanowires studied using hydrostatic pressure

Shuang Yang, Kun Ding, Xiuming Dou +8

cs.CR2025

AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration

Andy Zhou, Kevin Wu, Francesco Pinto +7

cs.IR2026

From Agnostic to Specific: Latent Preference Diffusion for Multi-Behavior Sequential Recommendation

Ruochen Yang, Xiaodong Li, Jiawei Sheng +6

math.OC2024

Optimizing Electric Carsharing System Operations and Battery Management: Integrating V2G, B2G and Battery Swapping Strategies

Shuang Yang, Gonçalo Homem de Almeida Correia, Jianjun Wu +1

cs.LG2020

Industrial Scale Privacy Preserving Deep Neural Network

Longfei Zheng, Chaochao Chen, Yingting Liu +6

cs.IR2026

Unifying Generative Recall and Multi-Objective Ranking in a Single Decoder-Only Sequence

Ruochen Yang, Shuang Wen, Pengbo Xu +6

cs.DC2020

Solving Billion-Scale Knapsack Problems

Xingwen Zhang, Feng Qi, Zhigang Hua +1

quant-ph2026

High-Precision Calibration Workflow Achieves Above CZ Gate Fidelity on a Scalable Superconducting Processor

Huili Zhang, Meiling Li, Shuang Yang +6

cs.IR2026

QARM V2: Quantitative Alignment Multi-Modal Recommendation for Reasoning User Sequence Modeling

Tian Xia, Jiaqi Zhang, Yueyang Liu +25

cs.AI2025

ArchPilot: A Proxy-Guided Multi-Agent Approach for Machine Learning Engineering

Zhuowen Yuan, Tao Liu, Yang Yang +5

cs.IR2026

OneLive: Dynamically Unified Generative Framework for Live-Streaming Recommendation

Shen Wang, Yusheng Huang, Ruochen Yang +15

cs.CG2026

Optimal Bounds for Spanners and Tree Covers in Doubling Metrics

An La, Hung Le, Shay Solomon +4

cs.IR2026

On the Equivalence Between Auto-Regressive Next Token Prediction and Full-Item-Vocabulary Maximum Likelihood Estimation in Generative Recommendation--A Short Note

Yusheng Huang, Shuang Yang, Zhaojie Liu +1

cs.AI2023

Tile Networks: Learning Optimal Geometric Layout for Whole-page Recommendation

Shuai Xiao, Zaifan Jiang, Shuang Yang

cs.CR2020

Privacy Preserving PCA for Multiparty Modeling

Yingting Liu, Chaochao Chen, Longfei Zheng +4

cs.IR2026

Reward Guided Decoding for Generative Recommendation

Ruochen Yang, Yusheng Huang, Youfeng Zheng +11

cs.IR2026

UniRec: Unified Multimodal Encoding for LLM-Based Recommendations

Zijie Lei, Tao Feng, Zhigang Hua +5

cs.CV2023

Cooperative Dual Attention for Audio-Visual Speech Enhancement with Facial Cues

Feixiang Wang, Shuang Yang, Shiguang Shan +1

cs.CV2024

Global-guided Focal Neural Radiance Field for Large-scale Scene Rendering

Mingqi Shao, Feng Xiong, Hang Zhang +4

cs.CV2019

Accurate Nuclear Segmentation with Center Vector Encoding

Jiahui Li, Zhiqiang Hu, Shuang Yang

cs.LG2021

Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation

Jiawei Zhang, Linyi Li, Huichen Li +3

cs.LG2021

Learning to Schedule DAG Tasks

Zhigang Hua, Feng Qi, Gan Liu +1

cs.LG2020

QEBA: Query-Efficient Boundary-Based Blackbox Attack

Huichen Li, Xiaojun Xu, Xiaolu Zhang +2

cs.CV2022

UniCon+: ICTCAS-UCAS Submission to the AVA-ActiveSpeaker Task at ActivityNet Challenge 2022

Yuanhang Zhang, Susan Liang, Shuang Yang +1

cs.CV2023

MyPortrait: Morphable Prior-Guided Personalized Portrait Generation

Bo Ding, Zhenfeng Fan, Shuang Yang +1

cs.CV2025

SafeVision: Efficient Image Guardrail with Robust Policy Adherence and Explainability

Peiyang Xu, Minzhou Pan, Zhaorun Chen +3

cs.IR2025

OneRec Technical Report

Guorui Zhou, Jiaxin Deng, Jinghao Zhang +62

physics.flu-dyn2009

Contour-Variable Model of Constitutive Equations for Polymer Melts

Shuanhu Qi, Shuang Yang, Dadong Yan

cs.CL2020

Generating Natural Language Adversarial Examples on a Large Scale with Generative Models

Yankun Ren, Jianbin Lin, Siliang Tang +4

cs.SI2025

Pantheon: Personalized Multi-objective Ensemble Sort via Iterative Pareto Policy Optimization

Jiangxia Cao, Pengbo Xu, Yin Cheng +9

cs.CV2019

LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the Wild

Shuang Yang, Yuanhang Zhang, Dalu Feng +6

quant-ph2024

Realization of high-fidelity perfect entangler between remote superconducting quantum processors

Juan Song, Shuang Yang, Pei Liu +7

cs.AI2023

Model-based Constrained MDP for Budget Allocation in Sequential Incentive Marketing

Shuai Xiao, Le Guo, Zaifan Jiang +4

cs.CL2026

ExpGraph: Model-Agnostic Experience Learning with Graph-Structured Memory for LLM Agents

Tao Feng, Chongrui Ye, Tianyang Luo +8

cs.CR2025

UDora: A Unified Red Teaming Framework against LLM Agents by Dynamically Hijacking Their Own Reasoning

Jiawei Zhang, Shuang Yang, Bo Li

cs.CL2026

ExpWeaver: LLM Agents Learn from Experience via Latent RAG

Tao Feng, Tianyang Luo, Jingjun Xu +5

cs.IR2024

Ads Supply Personalization via Doubly Robust Learning

Wei Shi, Chen Fu, Qi Xu +5

cs.AI2026

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

Changxin Lao, Fei Pan, Guozhuang Ma +59

cs.IR2024

A Unified Framework for Cross-Domain Recommendation

Jiangxia Cao, Shen Wang, Gaode Chen +4

cs.IR2026

RecoReward: Recommender-Guided Multimodal Description Generation for Recommendation

Guohong Mu, Yueyang Liu, Jiangxia Cao +8

cs.LG2020

Bandit Samplers for Training Graph Neural Networks

Ziqi Liu, Zhengwei Wu, Zhiqiang Zhang +4

cs.CR2020

Uncovering Insurance Fraud Conspiracy with Network Learning

Chen Liang, Ziqi Liu, Bin Liu +4

cs.CV2025

Learning Speaker-Invariant Visual Features for Lipreading

Yu Li, Feng Xue, Shujie Li +4

cs.IR2025

R1-Ranker: Teaching LLM Rankers to Reason

Tao Feng, Zhigang Hua, Zijie Lei +4

cs.LG2020

Secret Sharing based Secure Regressions with Applications

Chaochao Chen, Liang Li, Wenjing Fang +6

cs.DS2022

A Practical Distributed ADMM Solver for Billion-Scale Generalized Assignment Problems

Jun Zhou, Feng Qi, Zhigang Hua +5

cs.SI2020

A Semi-supervised Graph Attentive Network for Financial Fraud Detection

Daixin Wang, Jianbin Lin, Peng Cui +7

cs.LG2026

MemReward: Graph-Based Experience Memory for LLM Reward Prediction with Limited Labels

Tianyang Luo, Tao Feng, Zhigang Hua +4

cs.IR2023

Breaking the Curse of Quality Saturation with User-Centric Ranking

Zhuokai Zhao, Yang Yang, Wenyu Wang +5

cs.CV2026

SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture

Haiwen Diao, Penghao Wu, Hanming Deng +55

cs.CV2025

GLip: A Global-Local Integrated Progressive Framework for Robust Visual Speech Recognition

Tianyue Wang, Shuang Yang, Shiguang Shan +1

cs.IR2025

Enhancing Embedding Representation Stability in Recommendation Systems with Semantic ID

Carolina Zheng, Minhui Huang, Dmitrii Pedchenko +15

cs.CV2021

UniCon: Unified Context Network for Robust Active Speaker Detection

Yuanhang Zhang, Susan Liang, Shuang Yang +4

cs.IR2026

LRanker: LLM Ranker for Massive Candidates

Tao Feng, Zijie Lei, Zhigang Hua +4

cs.IR2026

SARM: LLM-Augmented Semantic Anchor for End-to-End Live-Streaming Ranking

Ruochen Yang, Yueyang Liu, Zijie Zhuang +14

cs.CV2019

Signet Ring Cell Detection With a Semi-supervised Learning Framework

Jiahui Li, Shuang Yang, Xiaodi Huang +6

cs.IR2026

Probabilistic Residual Learning for Online Recommendations

Wenyuan Wang, Yusong Zhao, Zihao Xu +11

cs.LG2022

Characterizing Attacks on Deep Reinforcement Learning

Xinlei Pan, Chaowei Xiao, Warren He +8

cs.LG2025

Session-Level Dynamic Ad Load Optimization using Offline Robust Reinforcement Learning

Tao Liu, Qi Xu, Wei Shi +2

eess.SP2020

You Only Search Once: A Fast Automation Framework for Single-Stage DNN/Accelerator Co-design

Weiwei Chen, Ying Wang, Shuang Yang +2

cs.AI2020

Learning (Re-)Starting Solutions for Vehicle Routing Problems

Xingwen Zhang, Shuang Yang

cs.IR2025

Unified Semantic and ID Representation Learning for Deep Recommenders

Guanyu Lin, Zhigang Hua, Tao Feng +3

quant-ph2025

Cosmic-ray-induced correlated errors in superconducting qubit array

Xuegang Li, Junhua Wang, Yao-Yao Jiang +15

cs.LG2020

Variational Optimization for the Submodular Maximum Coverage Problem

Jian Du, Zhigang Hua, Shuang Yang

cs.IR2025

OneRec-V2 Technical Report

Guorui Zhou, Hengrui Hu, Hongtao Cheng +72

eess.AS2026

DBMIF: a deep balanced multimodal iterative fusion framework for air- and bone-conduction speech enhancement

Yilei Wu, Changyan Zheng, Xingyu Zhang +5

cs.IR2026

MaRI: Accelerating Ranking Model Inference via Structural Re-parameterization in Large Scale Recommendation System

Yusheng Huang, Pengbo Xu, Shen Wang +7

cs.CV2020

Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech Recognition

Yuanhang Zhang, Shuang Yang, Jingyun Xiao +2

cs.LG2021

A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs

Runzhong Wang, Zhigang Hua, Gan Liu +6

cs.CV2020

Learn an Effective Lip Reading Model without Pains

Dalu Feng, Shuang Yang, Shiguang Shan +1

cs.IR2026

OneReason Technical Report

OneRec Team, Biao Yang, Boyang Ding +81

cs.SI2020

Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing

Ziqi Liu, Dong Wang, Qianyu Yu +8

stat.ME2026

Studying Competing Events with Federated Cumulative Incidence Curves

Malcolm Risk, Shuang Yang, Jiang Bian +6

The paper introduces a federated learning approach for constructing non‑parametric cumulative incidence curves for competing risks without sharing patient‑level data, and applies i…

#federated learning#competing risks#cumulative incidence curves#post-market safety surveillance
cs.CV2020

Deformation Flow Based Two-Stream Network for Lip Reading

Jingyun Xiao, Shuang Yang, Yuanhang Zhang +2