Publications (114)
Hybrid Distillation with CoT Guidance for Edge-Drone Control Code Generation
Yizhan Feng, Hichem Snoussi, Yuhang Wang +3
Effective open image theorem and a Linnik type problem for elliptic curves
Tian Wang, Zhining Wei
Towards Efficient and Exact Forgetting Services in Pre-Trained-Model-based Continual Learning
Yajiang Huang, Jianheng Tang, Kejia Fan +6
Evidence of topological superconductivity in planar Josephson junctions
Antonio Fornieri, Alexander M. Whiticar, F. Setiawan +13
InfraNet: Quality-Aware RGB Guidance for Efficient Infrared Object Detection
Zichao Feng, Haodong Zhu, Jingying Yang +8
LASER: Load-Aware Serving with Early-Exit for Reasoning LLMs at the Edge
Zhiqing Tang, Size Li, Hanshuai Cui +5
Spectral point transformer for significant wave height estimation from sea clutter
Yi Zhou, Li Wang, Hang Su +1
A Survey on Code Generation with LLM-based Agents
Yihong Dong, Xue Jiang, Jiaru Qian +4
ConCise: Training-Free Conclusion-Chain State Compression for Cost-Efficient Multi-Step RAG Services
Kuan Yan, Zhiqing Tang, Tian Wang +1
An Online Resource Scheduling for Maximizing Quality-of-Experience in Meta Computing
Yandi Li, Jianxiong Guo, Yupeng Li +2
Bounds for the distribution of the Frobenius traces associated to products of non-CM elliptic curves
Alina Carmen Cojocaru, Tian Wang
Shop-R1: Rewarding LLMs to Simulate Human Behavior in Online Shopping via Reinforcement Learning
Yimeng Zhang, Tian Wang, Jiri Gesi +14
DeepSelective: Interpretable Prognosis Prediction via Feature Selection and Compression in EHR Data
Ruochi Zhang, Qian Yang, Xiaoyang Wang +10
Large Language Models to Enhance Multi-task Drone Operations in Simulated Environments
Yizhan Feng, Hichem Snoussi, Jing Teng +2
On the effective version of Serre's open image theorem
Jacob Mayle, Tian Wang
First-Principles Study of Hybrid Graphene and MoS$_2$ Nanocomposites
Wei Hu, Tian Wang, Jinlong Yang
Rational points on varieties defined by multihomogeneous diagonal forms
Doyon Kim, Tian Wang
A Fast Task Offloading Optimization Framework for IRS-Assisted Multi-Access Edge Computing System
Jianqiu Wu, Zhongyi Yu, Jianxiong Guo +3
Phase Asymmetry of Andreev Spectra From Cooper-Pair Momentum
Abhishek Banerjee, Max Geier, Md Ahnaf Rahman +5
Control of Andreev bound states using superconducting phase texture
Abhishek Banerjee, Max Geier, Md Ahnaf Rahman +6
Personalized Embedding-based e-Commerce Recommendations at eBay
Tian Wang, Yuri M. Brovman, Sriganesh Madhvanath
DSSL: Deep Surroundings-person Separation Learning for Text-based Person Retrieval
Aichun Zhu, Zijie Wang, Yifeng Li +5
Is the Preferred Basis selected by the environment?
Tian Wang, David Hobill
Distribution of supersingular primes for abelian surfaces
Tian Wang
Adaptive Configuration Selection for Multi-Model Inference Pipelines in Edge Computing
Jinhao Sheng, Zhiqing Tang, Jianxiong Guo +1
MemoVAD: Resource-Efficient Video Anomaly Detection via Dynamic Semantic Memory in Edge Computing Scenarios
Guo Li, Jiandian Zeng, Yang Li +3
FedHL: Federated Learning for Heterogeneous Low-Rank Adaptation via Unbiased Aggregation
Zihao Peng, Jiandian Zeng, Boyuan Li +3
InfoPO: On Mutual Information Maximization for Large Language Model Alignment
Teng Xiao, Zhen Ge, Sujay Sanghavi +5
LISTA-Transformer Model Based on Sparse Coding and Attention Mechanism and Its Application in Fault Diagnosis
Shuang Liu, Lina Zhao, Tian Wang +1
Throughput Maximization of UAV Networks
Wenzheng Xu, Yueying Sun, Rui Zou +6
Analysis and Control of Beliefs in Social Networks
Tian Wang, Hamid Krim, Yannis Viniotis
SFT Doesn't Always Hurt General Capabilities: Revisiting Domain-Specific Fine-Tuning in LLMs
Jiacheng Lin, Zhongruo Wang, Kun Qian +14
Enhancing AIGC Service Efficiency with Adaptive Multi-Edge Collaboration in A Distributed System
Changfu Xu, Jianxiong Guo, Jiandian Zeng +4
CodeRL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment
Xue Jiang, Yihong Dong, Mengyang Liu +10
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning
Jiacheng Lin, Tian Wang, Kun Qian
LRScheduler: A Layer-aware and Resource-adaptive Container Scheduler in Edge Computing
Zhiqing Tang, Wentao Peng, Jianxiong Guo +5
Larger-Context Language Modelling
Tian Wang, Kyunghyun Cho
SAM: Semantic Attribute Modulation for Language Modeling and Style Variation
Wenbo Hu, Lifeng Hua, Lei Li +4
The First Step Towards Modeling Unbreakable Malware
Tiantian Ji, Binxing Fang, Xiang Cui +4
Non-invasive detection of animal nerve impulses with an atomic magnetometer operating near quantum limited sensitivity
Kasper Jensen, Rima Budvytyte, Rodrigo A. Thomas +8
Bounds for the distribution of the Frobenius traces associated to a generic abelian variety
Alina Carmen Cojocaru, Tian Wang
RDPP-TD: Reputation and Data Privacy-Preserving based Truth Discovery Scheme in Mobile Crowdsensing
Lijian Wu, Weikun Xie, Wei Tan +3
Double-Layer Game Based Wireless Charging Scheduling for Electric Vehicles
Tian Wang, Bo Yang, Cailian Chen
On the Density of Coprime Reductions of Elliptic Curves
Asimina S. Hamakiotes, Sung Min Lee, Jacob Mayle +1
Fed-Credit: Robust Federated Learning with Credibility Management
Jiayan Chen, Zhirong Qian, Tianhui Meng +3
Accelerating temporal action proposal generation via high performance computing
Tian Wang, Shiye Lei, Youyou Jiang +3
DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs
Yanjing Li, Sheng Xu, Xianbin Cao +4
HiLoRA: Hierarchical Low-Rank Adaptation for Personalized Federated Learning
Zihao Peng, Nan Zou, Jiandian Zeng +4
Attention-based Mixture Density Recurrent Networks for History-based Recommendation
Tian Wang, Kyunghyun Cho
Few-Shot Learning with Visual Distribution Calibration and Cross-Modal Distribution Alignment
Runqi Wang, Hao Zheng, Xiaoyue Duan +5
CAIBC: Capturing All-round Information Beyond Color for Text-based Person Retrieval
Zijie Wang, Aichun Zhu, Jingyi Xue +4
Observation and dynamic control of a new pathway of H$_3^+$ formation
Yonghao Mi, Enliang Wang, Zack Dube +5
An effective open image theorem for products of principally polarized abelian varieties
Jacob Mayle, Tian Wang
GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation
Jinming Li, Wentao Zhang, Tian Wang +3
Chirality-Driven Magnetization Emerges from Relativistic Four-Current Dynamics
Shiv Upadhyay, Xuechen Zheng, Tian Wang +4
HE-SLAM: a Stereo SLAM System Based on Histogram Equalization and ORB Features
Yinghong Fang, Guangcun Shan, Xin Li +3
STNMamba: Mamba-based Spatial-Temporal Normality Learning for Video Anomaly Detection
Zhangxun Li, Mengyang Zhao, Xuan Yang +6
Can coarse measurements reveal macroscopic quantum effects?
Tian Wang, Roohollah Ghobadi, Sadegh Raeisi +1
Unveiling Privacy and Security Gaps in Female Health Apps
Muhammad Hassan, Mahnoor Jameel, Tian Wang +1
Isogenies of CM Elliptic Curves
Edgar Assing, Yingkun Li, Tian Wang +1
Quantitative upper bounds related to an isogeny criterion for elliptic curves
Alina Carmen Cojocaru, Auden Hinz, Tian Wang
Multi-Kernel Capsule Network for Schizophrenia Identification
Tian Wang, Anastasios Bezerianos, Andrzej Cichocki +1
SynerGen: Contextualized Generative Recommender for Unified Search and Recommendation
Vianne R. Gao, Chen Xue, Marc Versage +11
Scaling of Majorana Zero-Bias Conductance Peaks
Fabrizio Nichele, Asbjorn C. C. Drachmann, Alexander M. Whiticar +11
Diffusion Models for Reinforcement Learning: Foundations, Taxonomy, and Development
Changfu Xu, Jianxiong Guo, Yuzhu Liang +7
Matrix as Plan: Structured Logical Reasoning with Feedback-Driven Replanning
Ke Chen, Jiandian Zeng, Zihao Peng +3
Multi-messenger tracking of coherence loss during bond breaking
Tian Wang, Nida Haram, Zack Dube +13
What is in Your App? Uncovering Privacy Risks of Female Health Applications
Muhammad Hassan, Mahnoor Jameel, Tian Wang +1
Adaptive AI Agent Placement and Migration in Edge Intelligence Systems
Xingdan Wang, Jiayi He, Zhiqing Tang +5
Region based Ensemble Learning Network for Fine-grained Classification
Weikuang Li, Tian Wang, Chuanyun Wang +3
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural Networks
Peter Li, Jiyuan Qian, Tian Wang
Detecting Data Contamination from Reinforcement Learning Post-training for Large Language Models
Yongding Tao, Tian Wang, Yihong Dong +4
Rethinking the Number of Shots in Robust Model-Agnostic Meta-Learning
Xiaoyue Duan, Guoliang Kang, Runqi Wang +4
Look Before You Leap: Improving Text-based Person Retrieval by Learning A Consistent Cross-modal Common Manifold
Zijie Wang, Aichun Zhu, Jingyi Xue +4
Effective Gradient Sample Size via Variation Estimation for Accelerating Sharpness aware Minimization
Jiaxin Deng, Junbiao Pang, Baochang Zhang +1
Bi-level Doubly Variational Learning for Energy-based Latent Variable Models
Ge Kan, Jinhu Lü, Tian Wang +5
The free energy of biomembrane and nerve excitation and the role of anesthetics
Tian Wang, Tea Music, Andrew D. Jackson +1
Latent Neural Operator for Solving Forward and Inverse PDE Problems
Tian Wang, Chuang Wang
Latent Neural Operator Pretraining for Solving Time-Dependent PDEs
Tian Wang, Chuang Wang
MolProphecy: Bridging Medicinal Chemists' Knowledge and Molecular Pre-Trained Models via a Multi-Modal Framework
Jianping Zhao, Qiong Zhou, Tian Wang +8
Edge-Optimized Multimodal Learning for UAV Video Understanding via BLIP-2
Yizhan Feng, Hichem Snoussi, Jing Teng +4
Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models
Xubin Wang, Zhiqing Tang, Jianxiong Guo +4
Proposal for the Creation and Optical Detection of Spin Cat States in Bose-Einstein Condensates
Hon Wai Lau, Zachary Dutton, Tian Wang +1
Opposing Average Congruence Class Biases in the Cyclicity and Koblitz Conjectures for Elliptic Curves
Sung Min Lee, Jacob Mayle, Tian Wang
Wireless Charging Lane Deployment in Urban Areas Considering Traffic Light and Regional Energy Supply-Demand Balance
Tian Wang, Bo Yang, Cailian Chen +1
A Semi-supervised Sensing Rate Learning based CMAB Scheme to Combat COVID-19 by Trustful Data Collection in the Crowd
Jianheng Tang, Kejia Fan, Wenxuan Xie +6
RISE: Relay Inference and Online Scheduling for Efficient Edge-Device Collaborative Diffusion Model Services
Zilan Huang, Zhiqing Tang, Hanshuai Cui +4
Exploring Reasoning-Infused Text Embedding with Large Language Models for Zero-Shot Dense Retrieval
Yuxiang Liu, Tian Wang, Gourab Kundu +6
EAT: QoS-Aware Edge-Collaborative AIGC Task Scheduling via Attention-Guided Diffusion Reinforcement Learning
Zhifei Xu, Zhiqing Tang, Jiong Lou +5
AED-Net: An Abnormal Event Detection Network
Tian Wang, Zichen Miao, Yuxin Chen +3
Circuit-Inspired High-Order Neural Networks with Unified Neural Dynamics Modeling for PDE Solving and Visual Perception
Tongfei Chen, Jingying Yang, Linlin Yang +8
CONCORD: Asynchronous Sparse Aggregation for Device-Cloud RAG under Document Isolation
Xuedong Hu, Zhiqing Tang, Zhi Yao +2
Joint Sato-Tate Laws for Transformations of Hecke Eigenvalues: The Vertical Case
Mohammad H. Hamdar, Tian Wang
LLM Agents Enable User-Governed Personalization Beyond Platform Boundaries
Jiacheng Lin, Kun Qian, Arvind Srinivasan +15
HeFS: Helper-Enhanced Feature Selection via Pareto-Optimized Genetic Search
Yusi Fan, Tian Wang, Zhiying Yan +8
Accelerating AIGC Services with Latent Action Diffusion Scheduling in Edge Networks
Changfu Xu, Jianxiong Guo, Wanyu Lin +5
Strong micro-macro entanglement from a weak cross-Kerr nonlinearity
Tian Wang, Hon Wai Lau, Hamidreza Kaviani +2
See, Think, Act: Online Shopper Behavior Simulation with VLM Agents
Yimeng Zhang, Jiri Gesi, Ran Xue +10
Electronic Structures of Hybrid Graphene/Phosphorene Nanocomposite
Wei Hu, Tian Wang, Jinlong Yang
Disentangling intra-cycle interferences in photoelectron momentum distributions using orthogonal two-colour laser fields
Xinhua Xie, Tian Wang, ShaoGang Yu +7