Publications (99)
InpaintDPO: Mitigating Spatial Relationship Hallucinations in Foreground-conditioned Inpainting via Diverse Preference Optimization
Qirui Li, Yizhe Tang, Ran Yi +5
Event-Triggered Gain Scheduling of 2 x 2 Linear Hyperbolic PDEs via Neural Operators (Full Version)
Yihuai Zhang, Jean Auriol, Nicolas Espitia +1
ChainRec: An Agentic Recommender Learning to Route Tool Chains for Diverse and Evolving Interests
Fuchun Li, Qian Li, Xingyu Gao +7
An explanation of the formation of the peculiar periphery of Tycho's supernova remnant
Jun Fang, Huan Yu, Li Zhang
Reasoning to Rank: An End-to-End Solution for Exploiting Large Language Models for Recommendation
Kehan Zheng, Deyao Hong, Qian Li +4
Mitigating Stop-and-Go Traffic Congestion with Operator Learning
Yihuai Zhang, Ruiguo Zhong, Huan Yu
Catch Planner: Catching High-Speed Targets in the Flight
Huan Yu, Pengqin Wang, Jin Wang +8
An Extension of Riesz Transform
Huan Yu, Quansen Jiu
ARGUS: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring
Deyi Ji, Junyu Lu, Xuanyi Liu +7
Neural Operators for Adaptive Control of Freeway Traffic
Kaijing Lv, Junmin Wang, Yihuai Zhang +1
Kinetic Simulations of Particle Acceleration in Relativistic Perpendicular Electron-positron Shocks with Proton Admixture
Huan Yu, Qi Xia, Jun Fang
Tencent Advertising Algorithm Challenge 2025: All-Modality Generative Recommendation
Junwei Pan, Wei Xue, Chao Zhou +20
Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning
Jingru Yang, Huan Yu, Yang Jingxin +4
Leveraging Cooperative Connected Automated Vehicles for Mixed Traffic Safety
Chenguang Zhao, Tamas G. Molnar, Huan Yu
A Distributionally Robust Optimisation Approach to Fair Credit Scoring
Pablo Casas, Huan Yu, Christophe Mues
SCoTER: Structured Chain-of-Thought Transfer for Enhanced Recommendation
Jie Jiang, Yang Wu, Qian Li +7
Mild ill-posedness in for the incompressible porous media equation
Yaowei Xie, Huan Yu
Stop-and-Go Suppression in Two-Class Congested Traffic
Mark Burkhardt, Huan Yu, Miroslav Krstic
Remarks on well-posedness of the generalized surface quasi-geostrophic equation
Huan Yu, Xiaoxin Zheng, Quansen Jiu
Nonthermal Acceleration of Electrons, Positrons and Protons at a Nonrelativistic Quasiparallel Collisionless Shock
Huan Yu, Qi Xia, Jun Fang
GRID: a Student Project to Monitor the Transient Gamma-Ray Sky in the Multi-Messenger Astronomy Era
Jiaxing Wen, Xiangyun Long, Xutao Zheng +139
CameraNoise: Enabling Faithful Camera Control in Video Diffusion through Geometry-Flow-Guided Noise Warping
Haoyu Zhao, Jiaxi Gu, Haoran Chen +11
Operator Learning for Robust Stabilization of Linear Markov-Jumping Hyperbolic PDEs
Yihuai Zhang, Jean Auriol, Huan Yu
Search-P1: Path-Centric Reward Shaping for Stable and Efficient Agentic RAG Training
Tianle Xia, Ming Xu, Lingxiang Hu +7
Early acceleration of electrons and protons at the nonrelativistic quasiparallel shocks with different obliquity angles
Jun Fang, Chun-Yan Lu, Jing-Wen Yan +1
On the initial- and boundary-value problem for 2D micropolar equations with only angular velocity dissipation
Quansen Jiu, Jitao Liu, Jiahong Wu +1
Bilateral Boundary Control of Moving Shockwave in LWR Model of Congested Traffic
Huan Yu, Mamadou Diagne, Liguo Zhang +1
Robust LLM Training Infrastructure at ByteDance
Borui Wan, Gaohong Liu, Zuquan Song +32
Spend Search Where It Pays: Value-Guided Structured Sampling and Optimization for Generative Recommendation
Jie Jiang, Yangru Huang, Zeyu Wang +4
A 3D Generation Framework from Cross Modality to Parameterized Primitive
Yiming Liang, Huan Yu, Zili Wang +4
GPR: Towards a Generative Pre-trained One-Model Paradigm for Large-Scale Advertising Recommendation
Jun Zhang, Yi Li, Yue Liu +19
Investigating the morphology of the supernova remnant G349.7+00.2 in the medium with a density gradient
Jing-Wen Yan, Chun-Yan Lu, Lu Wen +2
CapsuleBot: A Novel Hybrid Aerial-Ground Bi-Copter Robot With Two Actuated-Wheel-Rotors
Zhi Zheng, Qifeng Cai, Jin Wang +6
Safety-Critical Lane-Change Control for CAV Platoons in Mixed Autonomy Traffic Using Control Barrier Functions
Fengqing Hu, Huan Yu
Reinforcement Learning for Freeway Lane-Change Regulation via Connected Vehicles
Ke Sun, Huan Yu
Extremum Seeking for Traffic Congestion Control with a Downstream Bottleneck
Huan Yu, Shumon Koga, Tiago Roux Oliveira +1
Intention-Aware Planner for Robust and Safe Aerial Tracking
Qiuyu Ren, Huan Yu, Jiajun Dai +6
Unique weak solutions of the non-resistive magnetohydrodynamic equations with fractional dissipation
Quansen Jiu, Xiaoxiao Suo, Jiahong Wu +1
An Efficient Embedding Based Ad Retrieval with GPU-Powered Feature Interaction
Yifan Lei, Jiahua Luo, Tingyu Jiang +7
Adaptive Event-triggered Formation Control of Autonomous Vehicles
Ziming Wang, Yihuai Zhang, Chenguang Zhao +1
Learning "Look-Ahead" Nonlocal Traffic Dynamics in a Ring Road
Chenguang Zhao, Huan Yu
Event-Triggered Regulation of Mixed-Autonomy Traffic Under Varying Traffic Conditions
Yihuai Zhang, Huan Yu
Towards Faithful Industrial RAG: A Reinforced Co-adaptation Framework for Advertising QA
Wenwei Li, Ming Xu, Tianle Xia +7
Numerically investigating the morphology of the supernova remnant SN 1006 in the ambient medium with a density discontinuity
Jun Fang, Jingwen Yan, Lu Wen +2
DSH-Bench: A Difficulty- and Scenario-Aware Benchmark with Hierarchical Subject Taxonomy for Subject-Driven Text-to-Image Generation
Zhenyu Hu, Qing Wang, Te Cao +11
Neural Operators for Boundary Stabilization of Stop-and-go Traffic
Yihuai Zhang, Ruiguo Zhong, Huan Yu
Energy and helicity conservation for the generalized quasi-geostrophic equation
Yanqing Wang, Yulin Ye, Huan Yu
-regularity criteria in Lorentz spaces to the 3D Navier-Stokes equations
Yanqing Wang, Wei Wei, Huan Yu
Rethinking PPG-based Sleep Staging: Datasets, Metrics, and Benchmarks
Shuntian Zheng, Jiawei Wang, Cong Fu +4
Internalizing Multi-Agent Reasoning for Accurate and Efficient LLM-based Recommendation
Yang Wu, Haoze Wang, Qian Li +3
PerchMobi^3: A Multi-Modal Robot with Power-Reuse Quad-Fan Mechanism for Air-Ground-Wall Locomotion
Yikai Chen, Zhi Zheng, Jin Wang +5
Event-triggered Boundary Control of Mixed-autonomy Traffic
Yihuai Zhang, Huan Yu
Shared Control for Vehicle Lane-Changing with Uncertain Driver Behaviors
Jiamin Wu, Chenguang Zhao, Huan Yu
Decay of solutions to the three-dimensional generalized Navier-Stokes equations
Quansen Jiu, Huan Yu
End-to-End Semantic ID Generation for Generative Advertisement Recommendation
Jie Jiang, Xinxun Zhang, Enming Zhang +8
R^3: Advertisement Compliance Rectification via Group-Relative Experience Extractor and Curriculum Reinforcement
Yuan Chen, Zhenyu Hu, Mengge Xue +5
OneRanker: Unified Generation and Ranking with One Model in Industrial Advertising Recommendation
Dekai Sun, Yiming Liu, Jiafan Zhou +6
Roller-Quadrotor: A Novel Hybrid Terrestrial/Aerial Quadrotor with Unicycle-Driven and Rotor-Assisted Turning
Zhi Zheng, Jin Wang, Yuze Wu +7
An explanation for the peculiar periphery of supernova remnant G309.2-0.6
Huan Yu, Jun Fang
Investigating the multiband nonthermal emission of the 100 TeV source eHWC J2019368 with a pulsar wind nebula scenario
Jun Fang, Lu Wen, Huan Yu +1
Simultaneous Stabilization of Traffic Flow on Two Connected Roads
Huan Yu, Jean Auriol, Miroslav Krstic
PDE Traffic Observer Validated on Freeway Data
Huan Yu, Qijian Gan, Alexandre M. Bayen +1
CamGeo: Sparse Camera-Conditioned Image-to-Video Generation with 3D Geometry Priors
Xuanyi Liu, Deyi Ji, Liqun Liu +8
Disentangling to Re-couple: Resolving the Similarity-Controllability Paradox in Subject-Driven Text-to-Image Generation
Shuang Li, Chao Deng, Hang Chen +8
Robust Safety for Mixed-Autonomy Traffic with Delays and Disturbances
Chenguang Zhao, Huan Yu
Neural Operators for Adaptive Control of Traffic Flow Models
Kaijing Lyu, Junmin Wang, Yihuai Zhang +1
Boundary Observer for Congested Freeway Traffic State Estimation via Aw-Rascle-Zhang model
Huan Yu, Alexandre M. Bayen, Miroslav Krstic
Tailless Flapping-Wing Robot With Bio-Inspired Elastic Passive Legs for Multi-Modal Locomotion
Zhi Zheng, Xiangyu Xu, Jin Wang +5
An Extension of Caldern-Zygmund type singular integral
Quansen Jiu, Dongsheng Li, Huan Yu
Robust Stabilization of Linear Markov-Jumping Hyperbolic PDEs with Boundary Input Delay
Yihuai Zhang, Yidan Cao, Huan Yu +1
PRISM: Parallel Residual Iterative Sequence Model
Jie Jiang, Ke Cheng, Xin Xu +8
Energy equality for the isentropic compressible Navier-Stokes equations without upper bound of the density
Yulin Ye, Yanqing Wang, Huan Yu
Local Well-posedness of Two Dimensional SQG Equation and Related Models
Huan Yu, Wanwan Zhang
Machine Learning Accelerated PDE Backstepping Observers
Yuanyuan Shi, Zongyi Li, Huan Yu +3
Suppression of Oscillations in Two-Class Traffic by Full-State Feedback
Mark Burkhardt, Huan Yu, Miroslav Krstic
Large time behavior of solutions to the 2D damped wave-type magnetohydrodynamic equations
Yaowei Xie, Huan Yu
Regulator Design for a Congested Continuum Traffic Model with App-Routing Instability
Stephen Chen, Huan Yu, Miroslav Krstic
From Micro to Macro Flow Modeling: Characterizing Heterogeneity of Mixed-Autonomy Traffic
Chenguang Zhao, Huan Yu
Global well-posedness for axisymmetric MHD system with only vertical viscosity
Quansen Jiu, Huan Yu, Xiaoxin Zheng
Decoding Multimodal Cues: Unveiling the Implicit Meaning Behind Hateful Videos
Junyu Lu, Deyi Ji, Liqun Liu +9
Efficient Cross-Architecture Knowledge Transfer for Large-Scale Online User Response Prediction
Yucheng Wu, Yuekui Yang, Hongzheng Li +6
GM-Livox: An Integrated Framework for Large-Scale Map Construction with Multiple Non-repetitive Scanning LiDARs
Yusheng Wang, Yidong Lou, Weiwei Song +2
The impact of the following vehicles behaviors on the car following behaviors of the ego-vehicle
Yang Liu, Jiahao Zhang, Yuxuan Ouyang +2
Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning
ByteDance Seed, :, Jiaze Chen +267
DiffuReason: Bridging Latent Reasoning and Generative Refinement for Sequential Recommendation
Jie Jiang, Yang Wu, Qian Li +6
Recurrent Preference Memory for Efficient Long-Sequence Generative Recommendation
Yixiao Chen, Yuan Wang, Yue Liu +9
Mean-Square Exponential Stabilization of Mixed-Autonomy Traffic PDE System
Yihuai Zhang, Huan Yu, Jean Auriol +1
Modular Transfer Learning with Transition Mismatch Compensation for Excessive Disturbance Rejection
Tianming Wang, Wenjie Lu, Huan Yu +1
Particle Acceleration along Magnetic Fields as the Origin of Ear-like Structures in Supernova Remnants
Huan Yu, Jun Fang
Investigating the energy distribution of the high-energy particles in the Crab nebula
Lu Wen, Ke-Yao Wu, Huan Yu +1
Physics-Informed Neural Networks for Nonlocal Flow Modeling of Connected Automated Vehicles
Chenguang Zhao, Huan Yu
Anisotropic Hardy-Sobolev inequality in mixed Lorentz spaces with applications to the axisymmetric Navier-Stokes equations
Yanqing Wang, Yike Huang, Wei Wei +1
Kinetic Simulation on Electron, Proton and Helium Acceleration in a Nonrelativistic Quasiparallel shock
Jun Fang, Qi Xia, Shiting Tian +2
S-GRec: Personalized Semantic-Aware Generative Recommendation with Asymmetric Advantage
Jie Jiang, Hongbo Tang, Wenjie Wu +6
Safety-Critical Traffic Control by Connected Automated Vehicles
Huan Yu, Chenguang Zhao, Tamas G. Molnar
Output Feedback Control of Two-lane Traffic Congestion
Huan Yu, Miroslav Krstic
Robust Boundary Stabilization of Stochastic Hyperbolic PDEs
Yihuai Zhang, Jean Auriol, Huan Yu
Reinforcement Learning versus PDE Backstepping and PI Control for Congested Freeway Traffic
Huan Yu, Saehong Park, Alexandre Bayen +2
The role of density in the energy conservation for the isentropic compressible Euler equations
Yanqing Wang, Yulin Ye, Huan Yu