Publications (84)
Robust Multivariate Time Series Forecasting against Intra- and Inter-Series Transitional Shift
Hui He, Qi Zhang, Kun Yi +4
CoSD: Collaborative Stance Detection with Contrastive Heterogeneous Topic Graph Learning
Yinghan Cheng, Qi Zhang, Chongyang Shi +3
Multiple-access relay stations for long-haul fiber-optic radio frequency transfer
Qi Li, Liang Hu, Jinbo Zhang +2
Fiber radio frequency transfer using bidirectional frequency division multiplexing dissemination
Qi Li, Liang Hu, jinbo Zhang +2
Sequential Recommender Systems: Challenges, Progress and Prospects
Shoujin Wang, Liang Hu, Yan Wang +3
Graph Memory Learning: Imitating Lifelong Remembering and Forgetting of Brain Networks
Jiaxing Miao, Liang Hu, Qi Zhang +1
Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy
Zhihao Sui, Liang Hu, Jian Cao +4
Exploring structure diversity in atomic resolution microscopy with graph neural networks
Zheng Luo, Ming Feng, Zijian Gao +9
LiV-GS: LiDAR-Vision Integration for 3D Gaussian Splatting SLAM in Outdoor Environments
Renxiang Xiao, Wei Liu, Yushuai Chen +1
Sr atom interferometry with the optical clock transition as a gravimeter and a gravity gradiometer
Liang Hu, Enlong Wang, Leonardo Salvi +3
LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation
Weiquan Huang, Aoqi Wu, Yifan Yang +10
Multi-node optical frequency dissemination with post automatic phase correction
Liang Hu, Xueyang Tian, Guiling Wu +3
Frequency Spectrum is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector
An Lao, Qi Zhang, Chongyang Shi +4
Exact solutions to the (1+1)-dimensional nonlinear Maxwell equations in the orthogonal curvilinear coordinates
Liang Hu, Xiao Zhang, Dazhi Zhao +1
COLUR: Confidence-Oriented Learning, Unlearning and Relearning with Noisy-Label Data for Model Restoration and Refinement
Zhihao Sui, Liang Hu, Jian Cao +3
CUFG: Curriculum Unlearning Guided by the Forgetting Gradient
Jiaxing Miao, Liang Hu, Qi Zhang +2
LiDAR Teach, Radar Repeat: Robust Cross-Modal Navigation in Degenerate and Varying Environments
Renxiang Xiao, Yichen Chen, Yuanfan Zhang +5
Deep Coupling Network For Multivariate Time Series Forecasting
Kun Yi, Qi Zhang, Hui He +4
Understanding Teams and Productivity in Information Retrieval Research (2000-2018): Academia, Industry, and Cross-Community Collaborations
Jiaqi Lei, Liang Hu, Yi Bu +1
4D-ROLLS: 4D Radar Occupancy Learning via LiDAR Supervision
Ruihan Liu, Xiaoyi Wu, Xijun Chen +2
Enhanced trion emission in monolayer MoSe2 by constructing a type-I van der Waals heterostructure
Juanmei Duan, Phanish Chava, Mahdi Ghorbani-Asl +10
A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
Kun Yi, Qi Zhang, Wei Fan +7
Mag-Mamba: Modeling Coupled spatiotemporal Asymmetry for POI Recommendation
Zhuoxuan Li, Tangwei Ye, Jieyuan Pei +6
All-passive multiple-place optical phase noise cancellation
Liang Hu, Ruimin Xue, Xueyang Tian +2
HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis
Zhuojia Wu, Qi Zhang, Duoqian Miao +3
Safety-critical Control with Control Barrier Functions: A Hierarchical Optimization Framework
Junjun Xie, Liang Hu, Jiahu Qin +2
VLM-Augmented Degradation Modeling for Image Restoration Under Adverse Weather Conditions
Qianyi Shao, Yuanfan Zhang, Renxiang Xiao +1
An Ion Exchange Mechanism Inspired Story Ending Generator for Different Characters
Xinyu Jiang, Qi Zhang, Chongyang Shi +3
Reinforcement Learning Compensated Extended Kalman Filter for Attitude Estimation
Yujie Tang, Liang Hu, Qingrui Zhang +1
AppleVLM: End-to-end Autonomous Driving with Advanced Perception and Planning-Enhanced Vision-Language Models
Yuxuan Han, Kunyuan Wu, Qianyi Shao +6
Free-space point-to-multiplepoint optical frequency transfer with lens assisted integrated beam steering
Liang Hu, Ruimin Xue, Xianyi Cao +4
Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation
Xue Liu, Xin Ma, Yuxin Ma +36
Passive Optical Phase Stabilization on a Ring Fiber Network
Liang Hu, Xueyang Tian, Long Wang +2
RUSSO: Robust Underwater SLAM with Sonar Optimization against Visual Degradation
Shu Pan, Ziyang Hong, Zhangrui Hu +3
Supervised Deep Hashing for High-dimensional and Heterogeneous Case-based Reasoning
Qi Zhang, Liang Hu, Chongyang Shi +2
Lite-Mind: Towards Efficient and Robust Brain Representation Network
Zixuan Gong, Qi Zhang, Guangyin Bao +5
FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning
Liang Hu, Jianpeng Jiao, Jiashuo Liu +20
Passive Optical Phase Noise Cancellation
Liang Hu, Xueyang Tian, Guiling Wu +1
Skywork UniPic 2.0: Building Kontext Model with Online RL for Unified Multimodal Model
Hongyang Wei, Baixin Xu, Hongbo Liu +18
LPFQA: A Long-Tail Professional Forum-based Benchmark for LLM Evaluation
Liya Zhu, Peizhuang Cong, Jingzhe Ding +17
Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities
Shoujin Wang, Qi Zhang, Liang Hu +3
Conducting Mission-Critical Voice Experiments with Automated Speech Recognition and Crowdsourcing
Jan Janak, Kahlil Dozier, Lauren Berny +4
DiscoX: Benchmarking Discourse-Level Translation task in Expert Domains
Xiying Zhao, Zhoufutu Wen, Zhixuan Chen +20
Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding
Guangyin Bao, Qi Zhang, Zixuan Gong +6
Orientation Driven Bag of Appearances for Person Re-identification
Liqian Ma, Hong Liu, Liang Hu +2
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective
Kun Yi, Qi Zhang, Wei Fan +6
Super-Exchange Theory for Polyvalent Anion Magnets
Fang Zhang, You-Chao Kong, Rui Pang +4
MSynFD: Multi-hop Syntax aware Fake News Detection
Liang Xiao, Qi Zhang, Chongyang Shi +3
GTR-Mamba: Geometry-to-Tangent Routing Mamba for Hyperbolic POI Recommendation
Zhuoxuan Li, Jieyuan Pei, Tangwei Ye +5
EFEAR-4D: Ego-Velocity Filtering for Efficient and Accurate 4D radar Odometry
Xiaoyi Wu, Yushuai Chen, Zhan Li +2
Robust and Pristine Top ological Dirac Semimetal Phase in Pressured Two-Dimensional Black Phosphorous
Peng-Lai Gong, Bei Deng, Liang-Feng Huang +6
DE-BERT: Distance-Enhanced Early Exiting for BERT based on Prototypical Networks
Jianing He, Qi Zhang, Weiping Ding +4
Bragg gravity-gradiometer using the S-P intercombination transition of Sr
Ruben P. del Aguila, Tommaso Mazzoni, Liang Hu +3
StructVRM: Aligning Multimodal Reasoning with Structured and Verifiable Reward Models
Xiangxiang Zhang, Jingxuan Wei, Donghong Zhong +31
Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation
Shoujin Wang, Longbing Cao, Liang Hu +4
FutureX-Pro: Extending Future Prediction to High-Value Vertical Domains
Jiashuo Liu, Siyuan Chen, Zaiyuan Wang +38
AI for Mycetoma Diagnosis in Histopathological Images: The MICCAI 2024 Challenge
Hyam Omar Ali, Sahar Alhesseen, Lamis Elkhair +19
Interlayer Quasi-Bonding Interactions in 2D Layered Materials: A Classification According to the Occupancy of Involved Energy Bands
Yuan-Tao Chen, Peng-Lai Gong, Yin-Ti Ren +5
An Optimal Resource Allocator of Elastic Training for Deep Learning Jobs on Cloud
Liang Hu, Jiangcheng Zhu, Zirui Zhou +3
Lyapunov-Based Reinforcement Learning State Estimator
Liang Hu, Chengwei Wu, Wei Pan
Skywork-R1V4: Toward Agentic Multimodal Intelligence through Interleaved Thinking with Images and DeepResearch
Yifan Zhang, Liang Hu, Haofeng Sun +12
FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction
Zhiyuan Zeng, Jiashuo Liu, Siyuan Chen +28
Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation
Peiyu Wang, Yi Peng, Yimeng Gan +12
Branching optical frequency transfer with enhanced post automatic phase noise cancellation
Ruimin Xue, Liang Hu, Jianguo Shen +2
Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning
ByteDance Seed, :, Jiaze Chen +267
PatSTEG: Modeling Formation Dynamics of Patent Citation Networks via The Semantic-Topological Evolutionary Graph
Ran Miao, Xueyu Chen, Liang Hu +4
MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization
Yu Zhang, Qi Zhang, Zixuan Gong +9
Matrix-Game 3.0: Real-Time and Streaming Interactive World Model with Long-Horizon Memory
Zile Wang, Zexiang Liu, Jiaxing Li +20
Edge-Varying Fourier Graph Networks for Multivariate Time Series Forecasting
Kun Yi, Qi Zhang, Liang Hu +4
Graph Learning based Recommender Systems: A Review
Shoujin Wang, Liang Hu, Yan Wang +6
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
Zixuan Gong, Guangyin Bao, Qi Zhang +9
Graph Learning Approaches to Recommender Systems: A Review
Shoujin Wang, Liang Hu, Yan Wang +7
Rumor Detection with Hierarchical Representation on Bipartite Adhoc Event Trees
Qi Zhang, Yayi Yang, Chongyang Shi +4
Syntax Tree Constrained Graph Network for Visual Question Answering
Xiangrui Su, Qi Zhang, Chongyang Shi +2
Narrowband parallel coherent LiDAR with frequency interleaving
Long Wang, Liang Hu, Wenhai Jiao +3
Certificated Actor-Critic: Hierarchical Reinforcement Learning with Control Barrier Functions for Safe Navigation
Junjun Xie, Shuhao Zhao, Liang Hu +1
Get It For Free: Radar Segmentation without Expert Labels and Its Application in Odometry and Localization
Siru Li, Ziyang Hong, Yushuai Chen +2
Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast
Guangyin Bao, Qi Zhang, Duoqian Miao +5
Rad-GS: Radar-Vision Integration for 3D Gaussian Splatting SLAM in Outdoor Environments
Renxiang Xiao, Wei Liu, Yuanfan Zhang +4
MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction
Zixuan Gong, Qi Zhang, Guangyin Bao +4
Robust optical frequency transfer in a noisy urban fiber network
Xiang Zhang, Liang Hu, Xue Deng +6
Fundamental Limitations of Rayleigh Backscattering Noise on Fiber-Based Multiple-Access Optical Frequency Transfer
Liang Hu, Xueyang Tian, Guiling Wu +2
Atom interferometry with the Sr optical clock transition
Liang Hu, Nicola Poli, Leonardo Salvi +1
Reinforcement Learning for Orientation Estimation Using Inertial Sensors with Performance Guarantee
Liang Hu, Yujie Tang, Zhipeng Zhou +1