Publications (149)
ASTROFLOW: A Real-Time End-to-End Pipeline for Radio Single-Pulse Searches
Guanhong Lin, Dejia Zhou, Jianli Zhang +20
SpaceEra++: A Unified Framework Towards 3D Spatial Reasoning in Video
Weili Guan, Haoyu Zhang, Meng Liu +3
Structure Guided Multi-modal Pre-trained Transformer for Knowledge Graph Reasoning
Ke Liang, Sihang Zhou, Yue Liu +3
Deblending Overlapping Galaxies in DECaLS Using Transformer-Based Algorithm: A Method Combining Multiple Bands and Data Types
Ran Zhang, Meng Liu, Zhenping Yi +8
Learnable Pillar-based Re-ranking for Image-Text Retrieval
Leigang Qu, Meng Liu, Wenjie Wang +3
UniSA: Unified Generative Framework for Sentiment Analysis
Zaijing Li, Ting-En Lin, Yuchuan Wu +4
Enhancing Performance and Scalability of Large-Scale Recommendation Systems with Jagged Flash Attention
Rengan Xu, Junjie Yang, Yifan Xu +17
Bias Scheme Reducing Transient Currents and Speeding up Read Operations for 3-D Cross Point PCM
Yu Lei, Meng Liu, Houpeng Chen +3
Performance Analysis and Power Allocation of Joint Communication and Sensing Towards Future Communication Networks
Meng Liu, Minglei Yang, Huifang Li +6
Topological structure of complex predictions
Meng Liu, Tamal K. Dey, David F. Gleich
VideoTemp-o3: Harmonizing Temporal Grounding and Video Understanding in Agentic Thinking-with-Videos
Wenqi Liu, Yunxiao Wang, Shijie Ma +14
Finite-time blowup in a fully parabolic chemotaxis model involving indirect signal production
Xuan Mao, Meng Liu, Yuxiang Li
Deep Temporal Graph Clustering
Meng Liu, Yue Liu, Ke Liang +4
Reinforcement Graph Clustering with Unknown Cluster Number
Yue Liu, Ke Liang, Jun Xia +5
Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded Dialog
Haoyu Zhang, Meng Liu, Yisen Feng +3
ToxBench: A Binding Affinity Prediction Benchmark with AB-FEP-Calculated Labels for Human Estrogen Receptor Alpha
Meng Liu, Karl Leswing, Simon K. S. Chu +19
QH9: A Quantum Hamiltonian Prediction Benchmark for QM9 Molecules
Haiyang Yu, Meng Liu, Youzhi Luo +4
ObjectNLQ @ Ego4D Episodic Memory Challenge 2024
Yisen Feng, Haoyu Zhang, Yuquan Xie +3
An adaptive parameter estimator for poor-quality spectral data of white dwarfs
Duo Xie, Jiangchuan Zhang, Yude Bu +3
Fingering instabilities in binary granular systems
Meng Liu, Nicholas A. Conzelmann, Louis Girardin +4
Pressure-enhanced interlayer exciton in WS2/MoSe2 van der Waals heterostructure
Xiaoli Ma, Shaohua Fu, Jianwei Ding +7
Identifying hot subdwarf stars from photometric data using Gaussian mixture model and graph neural network
Wei Liu, Yude Bu, Xiaoming Kong +2
Graph Mixup with Soft Alignments
Hongyi Ling, Zhimeng Jiang, Meng Liu +2
Advanced Graph and Sequence Neural Networks for Molecular Property Prediction and Drug Discovery
Zhengyang Wang, Meng Liu, Youzhi Luo +8
Towards Deeper Graph Neural Networks
Meng Liu, Hongyang Gao, Shuiwang Ji
Scaling Textual Gradients via Sampling-Based Momentum
Zixin Ding, Junyuan Hong, Zhan Shi +6
A Generalist Model Including Evolved Star Mass and Age
Mengmeng Zhang, Yude Bu, Siqi Wang +10
Spectral Principal Paths: A Spectral Perspective on Linear Representation Formation in LLMs
Bowei Tian, Xuntao Lyu, Meng Liu +2
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results
Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte +87
Hallucination Detection and Correction in Medical VLMs via Counter-Evidence Verification
Nan Zhou, Ke Zou, Meng Liu +5
Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation
Jichao Zhang, Yezhi Shu, Songhua Xu +4
CoIn: Counting the Invisible Reasoning Tokens in Commercial Opaque LLM APIs
Guoheng Sun, Ziyao Wang, Bowei Tian +7
Target-Aware Early Stage Ranking
Juhee Hong, Meng Liu, Shengzhi Wang +18
SARF: Aliasing Relation Assisted Self-Supervised Learning for Few-shot Relation Reasoning
Lingyuan Meng, Ke Liang, Bin Xiao +5
Microfiber-based few-layer black phosphorus saturable absorber for ultra-fast fiber laser
Zhi-Chao Luo, Meng Liu, Zhi-Nan Guo +6
Non-Local Graph Neural Networks
Meng Liu, Zhengyang Wang, Shuiwang Ji
arXiv4TGC: Large-Scale Datasets for Temporal Graph Clustering
Meng Liu, Ke Liang, Yue Liu +3
Femtosecond pulse generation from a Topological Insulator mode-locked fiber laser
Hao Liu, Xu-Wu Zheng, Meng Liu +7
Edge-on Low-surface-brightness Galaxy Candidates Detected from SDSS Images Using YOLO
Yongguang Xing, Zhenping Yi, Zengxu Liang +7
GraphEBM: Molecular Graph Generation with Energy-Based Models
Meng Liu, Keqiang Yan, Bora Oztekin +1
DualBind: A Dual-Loss Framework for Protein-Ligand Binding Affinity Prediction
Meng Liu, Saee Gopal Paliwal
3D Molecular Geometry Analysis with 2D Graphs
Zhao Xu, Yaochen Xie, Youzhi Luo +7
Generating 3D Molecules for Target Protein Binding
Meng Liu, Youzhi Luo, Kanji Uchino +2
OSGNet @ Ego4D Episodic Memory Challenge 2025
Yisen Feng, Haoyu Zhang, Qiaohui Chu +4
Cognibit: From Digital Exhaustion to Real-World Connection Through Gamified Territory Control and LLM-Powered Twin Networking
Wanghao Ye, Sihan Chen, Yiting Wang +20
GraphFM: Improving Large-Scale GNN Training via Feature Momentum
Haiyang Yu, Limei Wang, Bokun Wang +3
Exploring Deep Learning for Joint Audio-Visual Lip Biometrics
Meng Liu, Longbiao Wang, Kong Aik Lee +3
Passive inverse obstacle scattering problems for the Helmholtz equation
Thorsten Hohage, Meng Liu
Identifying Ring Galaxies in DESI Legacy Imaging Surveys Using Machine Learning Methods
Aina Zhang, Xiaoming Kong, Bowen Liu +4
When Eyes and Ears Disagree: Can MLLMs Discern Audio-Visual Confusion?
Qilang Ye, Wei Zeng, Meng Liu +4
Parallel Test-Time Scaling for Latent Reasoning Models
Runyang You, Yongqi Li, Meng Liu +3
Benchmarking the Pedagogical Knowledge of Large Language Models
Maxime Lelièvre, Amy Waldock, Meng Liu +7
DiffBP: Generative Diffusion of 3D Molecules for Target Protein Binding
Haitao Lin, Yufei Huang, Odin Zhang +7
Estimating Stellar Parameters and Identifying Very Metal-poor Stars Using Convolutional Neural Networks for Low-resolution Spectra (R~200)
Tianmin Wu, Yude Bu, Jianhang Xie +5
Assessment of central serous chorioretinopathy (CSC) depicted on color fundus photographs using deep Learning
Yi Zhen, Hang Chen, Xu Zhang +4
Automatic detection of low surface brightness galaxies from SDSS images
Zhenping Yi, Jia Li, Wei Du +7
Neighbor2Seq: Deep Learning on Massive Graphs by Transforming Neighbors to Sequences
Meng Liu, Shuiwang Ji
Agent-as-a-Judge
Runyang You, Hongru Cai, Caiqi Zhang +5
Semantic Audio-Visual Navigation in Continuous Environments
Yichen Zeng, Hebaixu Wang, Meng Liu +4
HCQA-1.5 @ Ego4D EgoSchema Challenge 2025
Haoyu Zhang, Yisen Feng, Qiaohui Chu +4
DIG: A Turnkey Library for Diving into Graph Deep Learning Research
Meng Liu, Youzhi Luo, Limei Wang +13
An Empirical Study on the Fairness of Foundation Models for Multi-Organ Image Segmentation
Qin Li, Yizhe Zhang, Yan Li +11
SpatialUAV: Benchmarking Spatial Intelligence for Low-Altitude UAV Perception, Collaboration, and Motion
Haoyu Zhang, Meng Liu, Qianlong Xiang +3
\textsc{Gen2Real}: Towards Demo-Free Dexterous Manipulation by Harnessing Generated Video
Kai Ye, Yuhang Wu, Shuyuan Hu +4
Task-Aware 3D Affordance Segmentation via 2D Guidance and Geometric Refinement
Lian He, Meng Liu, Qilang Ye +3
Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought
Tencent Hunyuan Team, Ao Liu, Botong Zhou +248
Diverse-Intent Multi-Turn Fashion Image Retrieval
Mingqiang Tang, Haokun Wen, Meng Liu +3
OSGNet with MLLM Reranking @ Ego4D Episodic Memory Challenge 2026
Yisen Feng, Leigang Qu, Haoyu Zhang +5
Cycle Ramsey numbers for random graphs
Meng Liu, Yusheng Li, Qizhong Lin +1
Frame-wise Cross-modal Matching for Video Moment Retrieval
Haoyu Tang, Jihua Zhu, Meng Liu +2
Self-Supervised Temporal Graph learning with Temporal and Structural Intensity Alignment
Meng Liu, Ke Liang, Yawei Zhao +5
A note on the problem of Jäger-Luckhaus system
Xuan Mao, Meng Liu, Yuxiang Li
TacGen: Touch Is a Necessary Dimension of Physical-World Representation -- Addressing Tactile Data Scarcity with Scalable Vision-to-Touch Alignment and Generation
Wanghao Ye, Aarosh Das, Sihan Chen +19
Fine-grained Textual Inversion Network for Zero-Shot Composed Image Retrieval
Haoqiang Lin, Haokun Wen, Xuemeng Song +3
A Survey on Video Moment Localization
Meng Liu, Liqiang Nie, Yunxiao Wang +2
Spherical Message Passing for 3D Graph Networks
Yi Liu, Limei Wang, Meng Liu +3
Lift force acting on an intruder in dense, granular shear flows
Meng Liu, Christoph R. Müller
PEER: Unified Process-Outcome Reinforcement Learning for Structured Empathetic Reasoning
Yunxiao Wang, Meng Liu, Kaiyu Jiang +4
Deep Temporal Graph Clustering: A Comprehensive Benchmark and Datasets
Meng Liu, Ke Liang, Siwei Wang +3
Multigranular Visual-Semantic Embedding for Cloth-Changing Person Re-identification
Zan Gao, Hongwei Wei, Weili Guan +3
Exo2Ego: Exocentric Knowledge Guided MLLM for Egocentric Video Understanding
Haoyu Zhang, Qiaohui Chu, Meng Liu +3
Unveiling soliton booting dynamics in ultrafast fiber lasers
Hong-Jie Chen, Meng Liu, Jian Yao +5
SPARC: Scalable Path-Specific Counterfactual Fairness via Causal Conditional Independence
Bowei Tian, Yexiao He, Ziyao Wang +3
Async Learned User Embeddings for Ads Delivery Optimization
Mingwei Tang, Meng Liu, Hong Li +16
SPT: Spectral Transformer for Red Giant Stars Age and Mass Estimation
Mengmeng Zhang, Fan Wu, Yude Bu +4
Combinatorial entropy behaviour leads to range selective binding in ligand-receptor interactions
Meng Liu, Azzurra Apriceno, Miguel Sipin +6
Why Representation Engineering Works: A Theoretical and Empirical Study in Vision-Language Models
Bowei Tian, Xuntao Lyu, Meng Liu +2
COVID-19 Activity Risk Calculator as a Gamified Public Health Intervention Tool
Shreyasvi Natraj, Malhar Bhide, Nathan Yap +4
KGAT: Knowledge Graph Attention Network for Recommendation
Xiang Wang, Xiangnan He, Yixin Cao +2
SSRESF: Sensitivity-aware Single-particle Radiation Effects Simulation Framework in SoC Platforms based on SVM Algorithm
Meng Liu, Shuai Li, Fei Xiao +3
Inductive Representation Learning in Temporal Networks via Mining Neighborhood and Community Influences
Meng Liu, Yong Liu
A Python/CuPy Software Correlator for QUEST: Real-Time Performance and Initial Imaging
Jialang Ding, Guanhong Lin, Dejia Zhou +20
Video Timeline Modeling For News Story Understanding
Meng Liu, Mingda Zhang, Jialu Liu +5
Research on geometric figure classification algorithm based on Deep Learning
Ruiyang Wang, Haonan Wang, Junfeng Sun +2
Molecule Generation with Fragment Retrieval Augmentation
Seul Lee, Karsten Kreis, Srimukh Prasad Veccham +5
Steady regime of radiation pressure acceleration with foil thickness adjustable within micrometers under 10-100 PW laser
Meng Liu, Wei-Min Wang, Yu-Tong Li
Pseudo-triplet Guided Few-shot Composed Image Retrieval
Bohan Hou, Haoqiang Lin, Haokun Wen +3
Gradient-Guided Importance Sampling for Learning Binary Energy-Based Models
Meng Liu, Haoran Liu, Shuiwang Ji
TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs
Yunxiao Wang, Meng Liu, Wenqi Liu +7
Message Intercommunication for Inductive Relation Reasoning
Ke Liang, Lingyuan Meng, Sihang Zhou +5