Publications (92)
AdaCoach: A Virtual Coach for Training Customer Service Agents
Shuang Peng, Shuai Zhu, Minghui Yang +5
EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification
Xiao-Cong Zhong, Qisong Wang, Dan Liu +5
On the multipliers of repelling periodic points of entire functions
Walter Bergweiler, Dan Liu
Manipulating Steady Heat Conduction by Sensu-shaped Thermal Metamaterials
Tiancheng Han, Xue Bai, Dan Liu +4
MiniCPM4: Ultra-Efficient LLMs on End Devices
MiniCPM Team, Chaojun Xiao, Yuxuan Li +80
Catalytic Formation of Narrow Nb Nanowires inside Carbon Nanotubes
Dan Liu, David Tomanek
LuminLab: An AI-Powered Building Retrofit and Energy Modelling Platform
Kevin Credit, Qian Xiao, Jack Lehane +3
Designing isoelectronic counterparts to layered group V semiconductors
Zhen Zhu, Jie Guan, Dan Liu +1
Efficiency at maximum power of thermoelectric heat engines with the symmetric semiconductor superlattice
Xiaoguang Luo, Hexin Zhang, Dan Liu +5
Strain-Controlled Magnetic Ordering in 2D Carbon Metamaterials
Dan Liu, Eunja Kim, Philippe F. Weck +1
Two-dimensional phosphorus carbide: Competition between sp2 and sp3 bonding
Jie Guan, Dan Liu, Zhen Zhu +1
LiRank: Industrial Large Scale Ranking Models at LinkedIn
Fedor Borisyuk, Mingzhou Zhou, Qingquan Song +31
Teacher-Student Architecture for Knowledge Learning: A Survey
Chengming Hu, Xuan Li, Dan Liu +3
Microscopic Mechanism of the Helix-to-Layer Transformation in Elemental Group VI Solids
Dan Liu, Xianqing Lin, David Tomanek
Synthetic Data Generation for Augmenting Small Samples
Dan Liu, Samer El Kababji, Nicholas Mitsakakis +6
Controllable Text Generation for Large Language Models: A Survey
Xun Liang, Hanyu Wang, Yezhaohui Wang +8
Edge Learning with Unmanned Ground Vehicle: Joint Path, Energy and Sample Size Planning
Dan Liu, Shuai Wang, Zhigang Wen +3
First principles study of the vibronic coupling in positively charged C$_{60}^+$
Zhishuo Huang, Dan Liu
Asynchronous Transmission of Wireless Multicast System with Genetic Joint Antennas Selection
Jihua Lu, Xiangming Li, Dan Liu
Towards Interpretable and Robust Hand Detection via Pixel-wise Prediction
Dan Liu, Libo Zhang, Tiejian Luo +2
Jammed disks in narrow channel: criticality and ordering tendencies
Norman Gundlach, Michael Karbach, Dan Liu +1
Engineering the thermal conductivity along an individual silicon nanowire by selective helium ion irradiation
Yunshan Zhao, Dan Liu, Jie Chen +10
Jammed disks of two sizes and weights in a channel: Alternating sequences
Dan Liu, Gerhard Müller
Ferroelectricity in oxygen-terminated 2D carbides of lanthanide elements
Lin Han, Wencong Sun, Pingwei Liu +3
Long-wavelength deformations and vibrational modes in empty and liquid-filled microtubules and nanotubes: A theoretical study
Dan Liu, Arthur G. Every, David Tomanek
Generative Recommendation for Large-Scale Advertising
Ben Xue, Dan Liu, Lixiang Wang +27
AgentDNS: A Root Domain Naming System for LLM Agents
Enfang Cui, Yujun Cheng, Rui She +7
In-Plane Breathing and Shear Modes in Low-Dimensional Nanostructures
Dan Liu, Colin Daniels, Vincent Meunier +2
On the Chudnovsky-Seymour-Sullivan Conjecture on Cycles in Triangle-free Digraphs
Kevin Chen, Sean Karson, Dan Liu +1
Machine learning models for estimating counterfactuals in a single-arm inflammatory bowel disease study
Dan Liu, Fida K. Dankar, Jennifer C. deBruyn +4
Pruning Ternary Quantization
Dan Liu, Xi Chen, Jie Fu +2
Ternary Quantization: A Survey
Dan Liu, Xue Liu
Ordering According to Size of Disks in a Narrow Channel
Dan Liu, Michael Karbach, Gerhard Müller
Hyperspherical Loss-Aware Ternary Quantization
Dan Liu, Xue Liu
Learning Efficient Lexically-Constrained Neural Machine Translation with External Memory
Ya Li, Xinyu Liu, Dan Liu +2
Ultralow thermal conductivity of single crystalline porous silicon nanowires
Yunshan Zhao, Lina Yang, Lingyu Kong +10
Q-learning in Dynamic Treatment Regimes with Misclassified Binary Outcome
Dan Liu, Wenqing He
Unusual electric polarization behavior in elemental quasi-2D allotropes of selenium
Dan Liu, Lin Han, Ran Wei +4
Multiple Entropy Measures for Multipartite Quantum Entanglement
Dan Liu, Xin Zhao, Gui Lu Long
Causal-Tune: Mining Causal Factors from Vision Foundation Models for Domain Generalized Semantic Segmentation
Yin Zhang, Yongqiang Zhang, Yaoyue Zheng +2
Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset
Alexandra Ils, Dan Liu, Daniela Grunow +1
The USTC-NELSLIP Systems for Simultaneous Speech Translation Task at IWSLT 2021
Dan Liu, Mengge Du, Xiaoxi Li +2
Ferroelectricity induced by the absorption of water molecules on double helix SnIP
Dan Liu, Ran Wei, Lin Han +2
Testing a class of non-Kerr metrics with hot spots orbiting SgrA$^*$
Dan Liu, Zilong Li, Cosimo Bambi
X-ray spectropolarimetric signature of a warped disk around a stellar-mass black hole
Yifan Cheng, Dan Liu, Sourabh Nampalliwar +1
Neural Networks Models for Entity Discovery and Linking
Dan Liu, Wei Lin, Shiliang Zhang +2
Mapping generative AI use in the human brain: divergent neural, academic, and mental health profiles of functional versus socio emotional AI use
Junjie Wang, Xianyang Gan, Dan Liu +7
Jammed disks of two sizes in a narrow channel
Dan Liu, Gerhard Müller
Enjoy the Untrusted Cloud: A Secure, Scalable and Efficient SQL-like Query Framework for Outsourcing Data
Yaxing Chen, Qinghua Zheng, Dan Liu +5
Efficient Growth and Characterization of One Dimensional Transition Metal Tellurides Inside Carbon Nanotubes
Naoyuki Kanda, Yusuke Nakanishi, Dan Liu +5
A Novel Way of Identifying Cyber Predators
Dan Liu, Ching Yee Suen, Olga Ormandjieva
LiftTiles: Constructive Building Blocks for Prototyping Room-scale Shape-changing Interfaces
Ryo Suzuki, Ryosuke Nakayama, Dan Liu +3
X-ray spectropolarimetric measurements of the Kerr metric
Dan Liu, Zilong Li, Yifan Cheng +1
PGUDA: Pressure-Guided Unsupervised Domain Adaptation with Cross-Modal Knowledge Distillation for sEMG-Based Gesture Recognition
Yurui Liu, Xiao-Cong Zhong, Qisong Wang +3
Towards room-temperature superconductivity in low-dimensional C60 nanoarrays: An ab initio study
Dogan Erbahar, Dan Liu, Savas Berber +1
The USTC-NEL Speech Translation system at IWSLT 2018
Dan Liu, Junhua Liu, Wu Guo +5
Hyperspherical Quantization: Toward Smaller and More Accurate Models
Dan Liu, Xi Chen, Chen Ma +1
Quadratic Jahn-Teller effect of fullerene anions
Dan Liu, Yasuyuki Niwa, Naoya Iwahara +2
Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue Systems
Chao-Hong Tan, Xiaoyu Yang, Zi'ou Zheng +7
Dynamical Jahn-Teller effect of fullerene anions
Dan Liu, Naoya Iwahara, Liviu F. Chibotaru
DRIFT: Difficulty Routing Self-DIstillation with Rhythm-Gated Exploration and Success BuFfer Training
Haisen Luo, Yiwei Liu, Haoning Wang +13
A Matrix Decomposition Model Based on Feature Factors in Movie Recommendation System
Dan Liu, Hou-biao Li
Dynamic Treatment Regimes with Replicated Observations Available for Error-prone Covariates: a Q-learning Approach
Dan Liu, Wenqing He
Unusually stable helical coil allotrope of phosphorus
Dan Liu, Jie Guan, Jingwei Jiang +1
Dynamical Jahn-Teller effect in the first excited C$_{60}^-$
Zhishuo Huang, Dan Liu
Two-dimensional Mechanical Metamaterials with Unusual Poisson Ratio Behavior
Zhibin Gao, Dan Liu, David Tomanek
Reversable phase transitions in ferroic two-dimensional Nb2O2I4 through optically excited coherent phonons
Chuanlin Liu, Dan Liu, Jie Guan +1
Non-Hermitian Mosaic Maryland model
Zhenning Wang, Ni Lu, Dan Liu +2
Pruning On-the-Fly: A Recoverable Pruning Method without Fine-tuning
Dan Liu, Xue Liu
Taxonomy of particles in Ising spin chains
Dan Liu, Ping Lu, Gerhard Muller +1
CatalogAgent: A Supervisor-mediated Self-Learning System Enabling Context Engineering for GenAI Models
Zhu Cheng, Zhenming Wang, Yu +14
The paper presents CatalogAgent, an agentic system that uses a Supervisor Agent to resolve conflicts between LLM-based generators and evaluators for filling missing product attribu…
Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently
Dan Liu, Dawei Du, Libo Zhang +4
Interlinking motifs and entropy landscapes of statistically interacting particles
Ping Lu, Dan Liu, Gerhard Müller +1
UAV-VL-R1: Generalizing Vision-Language Models via Supervised Fine-Tuning and Multi-Stage GRPO for UAV Visual Reasoning
Jiajin Guan, Haibo Mei, Bonan Zhang +3
Teacher-Student Architecture for Knowledge Distillation: A Survey
Chengming Hu, Xuan Li, Dan Liu +4
Reducing the gap between streaming and non-streaming Transducer-based ASR by adaptive two-stage knowledge distillation
Haitao Tang, Yu Fu, Lei Sun +8
Exotic properties and manipulation in 2D semimetal Mn2B2(OH)2: a theoretical study
Pingwei Liu, Dan Liu, Shixin Song +3
Is Twisted Bilayer Graphene Stable under Shear?
Xianqing Lin, Dan Liu, David Tománek
Ferromagnetic kinetic exchange interaction in magnetic insulators
Zhishuo Huang, Dan Liu, Akseli Mansikkamäki +3
Extremal Entanglement For Triqubit Pure States
Feng Pan, Dan Liu, Guoying Lu +1
Extreme Model Compression with Structured Sparsity at Low Precision
Dan Liu, Nikita Dvornik, Xue Liu
Model Failure or Data Corruption? Exploring Inconsistencies in Building Energy Ratings with Self-Supervised Contrastive Learning
Qian Xiao, Dan Liu, Kevin Credit
Effect of Net Charge on the Relative Stability of 2D Boron Allotropes
Dan Liu, David Tomanek
A simple entanglement measure for multipartite pure states
Feng Pan, Dan Liu, Guoying Lu +1
Pinpointing crucial steps: Attribution-based Credit Assignment for Verifiable Reinforcement Learning
Junxi Yin, Haisen Luo, Zhenyu Li +4
Tunable linearity of high-performance vertical dual-gate vdW phototransistor
Jinpeng Xu, Xiaoguang Luo, Siqi Hu +8
Flexible Alignment Super-Resolution Network for Multi-Contrast MRI
Yiming Liu, Mengxi Zhang, Weiqin Zhang +5
Continuum approach for long-wavelength acoustic phonons in quasi-2D structures
Dan Liu, Arthur G. Every, David Tomanek
On the number of subgroups of the group $\mathbb{Z}_{m_{1}} \times \mathbb{Z}_{m_{2}}$ with $m_{1}m_{2}\leq x$ such that $m_{1}m_{2}$ is a $k$-th power
Yankun Sui, Dan Liu, Boling Zhou
Generalized Pauli principle for particles with distinguishable traits
Dan Liu, Jared Vanasse, Gerhard Muller +1
Jammed disks of two sizes in a channel: segregation driven by steric forces
Dan Liu, Michael Karbach, Gerhard Müller
Disks in a narrow channel jammed by gravity and centrifuge: profiles of pressure, mass density and entropy density
Christopher Moore, Dan Liu, Benjamin Ballnus +2