Publications (1.1k)
BIG-Bench Extra Hard
Mehran Kazemi, Bahare Fatemi, Hritik Bansal +17
Mode-pairing quantum key distribution with advantage distillation
Xin Liu, Di Luo, Zhenrong Zhang +1
Observation Timelines for the Potential Lunar Impact of Asteroid 2024 YR4
Yifan He, Yixuan Wu, Yifei Jiao +4
MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs
Ziheng Jiang, Haibin Lin, Yinmin Zhong +29
Quantifying the Impact of Label Noise on Federated Learning
Shuqi Ke, Chao Huang, Xin Liu
Trust beyond reputation: A computational trust model based on stereotypes
Xin Liu, Anwitaman Datta, Krzysztof Rzadca
UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models
Qundong Shi, Jie Zhou, Biyuan Lin +8
Theoretical Modeling of Large Language Model Self-Improvement Training Dynamics Through Solver-Verifier Gap
Yifan Sun, Yushan Liang, Zhen Zhang +2
Dual-Stream Diffusion Net for Text-to-Video Generation
Binhui Liu, Xin Liu, Anbo Dai +4
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution
Xin Liu, Jie Liu, Jie Tang +1
Quantum Anomalous Hall Effect in Magnetically Doped InAs/GaSb Quantum Wells
Qingze Wang, Xin Liu, Hai-Jun Zhang +3
Nonleptonic charmless decays of $B_c\to TP, TV$ in the perturbative QCD approach
Xin Liu, Run-Hui Li, Zhi-Tian Zou +1
Metallicities and Physical Conditions in Star-forming Galaxies at z~1.0-1.5
Xin Liu, Alice E. Shapley, Alison L. Coil +2
MLM: Learning Multi-task Loco-Manipulation Whole-Body Control for Quadruped Robot with Arm
Xin Liu, Bida Ma, Chenkun Qi +14
KeepKV: Achieving Periodic Lossless KV Cache Compression for Efficient LLM Inference
Yuxuan Tian, Zihan Wang, Yebo Peng +6
Recaptured Raw Screen Image and Video Demoiréing via Channel and Spatial Modulations
Huanjing Yue, Yijia Cheng, Xin Liu +1
A force-based gradient descent method for $\mathit{\text{ab initio}}$ atomic structure relaxation
Yukuan Hu, Xingyu Gao, Yafan Zhao +2
Blind Image Quality Assessment Using Multi-Stream Architecture with Spatial and Channel Attention
Muhammad Azeem Aslam, Xu Wei, Hassan Khalid +4
Towards a Science of Scaling Agent Systems
Yubin Kim, Ken Gu, Chanwoo Park +17
Inter-Landau-level Andreev Reflection at the Dirac Point in a Graphene Quantum Hall State Coupled to a NbSe2 Superconductor
Manas Ranjan Sahu, Xin Liu, Arup Kumar Paul +4
The Curious Case of PHL 293B: A Long-Lived Transient in a Metal-Poor Blue Compact Dwarf Galaxy
Colin J. Burke, Vivienne F. Baldassare, Xin Liu +51
Dust Reverberation Mapping in Distant Quasars from Optical and Mid-Infrared Imaging Surveys
Qian Yang, Yue Shen, Xin Liu +47
Universal spin-triplet superconducting correlations of Majorana fermions
Xin Liu, Jay D. Sau, S. Das Sarma
Distributed Sign Momentum with Local Steps for Training Transformers
Shuhua Yu, Ding Zhou, Cong Xie +4
On the Necessity of Multi-Domain Explanation: An Uncertainty Principle Approach for Deep Time Series Models
Shahbaz Rezaei, Avishai Halev, Xin Liu
T1rho Fractional-order Relaxation of Human Articular Cartilage
Lixian Zou, Haifeng Wang, Yanjie Zhu +8
B \to K_0^*(1430) η^{(\prime)} decays in the pQCD approach
Xin Liu, Zhi-Qing Zhang, Zhen-Jun Xiao
Symplectic Runge-Kutta discretization of a regularized forward-backward sweep iteration for optimal control problems
Xin Liu, Jason Frank
Enhancing Local Feature Learning Using Diffusion for 3D Point Cloud Understanding
Haoyi Xiu, Xin Liu, Weimin Wang +4
2nd Place Scheme on Action Recognition Track of ECCV 2020 VIPriors Challenges: An Efficient Optical Flow Stream Guided Framework
Haoyu Chen, Zitong Yu, Xin Liu +3
On the Convergence of Federated Averaging under Partial Participation for Over-parameterized Neural Networks
Xin Liu, Wei li, Dazhi Zhan +4
Spectroscopy Approaches for Food Safety Applications: Improving Data Efficiency Using Active Learning and Semi-Supervised Learning
Huanle Zhang, Nicharee Wisuthiphaet, Hemiao Cui +3
3D spectroscopy with GTC-MEGARA of the triple AGN candidate in SDSS J102700.40+174900.8
Erika BenÃtez, Héctor Ibarra-Medel, Castalia Alenka Negrete +4
Self-Consistent Narrative Prompts on Abductive Natural Language Inference
Chunkit Chan, Xin Liu, Tsz Ho Chan +4
IPO: Interior-point Policy Optimization under Constraints
Yongshuai Liu, Jiaxin Ding, Xin Liu
Boosting Graph Structure Learning with Dummy Nodes
Xin Liu, Jiayang Cheng, Yangqiu Song +1
Double Thompson Sampling for Dueling Bandits
Huasen Wu, Xin Liu
An Inexact Augmented Lagrangian Algorithm for Training Leaky ReLU Neural Network with Group Sparsity
Wei Liu, Xin Liu, Xiaojun Chen
Advanced modularity-specialized label propagation algorithm for detecting communities in networks
Xin Liu, Tsuyoshi Murata
SimPer: Simple Self-Supervised Learning of Periodic Targets
Yuzhe Yang, Xin Liu, Jiang Wu +4
A Graph-Partitioning Based Continuous Optimization Approach to Semi-supervised Clustering Problems
Wei Liu, Xin Liu, Michael K. Ng +1
Learning to Schedule Online Tasks with Bandit Feedback
Yongxin Xu, Shangshang Wang, Hengquan Guo +2
Toward Exact Convergence in Byzantine-Robust Decentralized Learning: A Statistical Identification Approach
Siyuan Zhang, Chengde Qian, Xin Liu +1
Cross-Coordinate Correspondence Pruning for Image-to-Point Cloud Registration
Xin Liu, Rong Qin, Huipeng Lin +5
HVD: Human Vision-Driven Video Representation Learning for Text-Video Retrieval
Zequn Xie, Xin Liu, Boyun Zhang +3
Learning-Based Task Offloading for Vehicular Cloud Computing Systems
Yuxuan Sun, Xueying Guo, Sheng Zhou +3
Infrared and Visible Image Fusion with Hierarchical Human Perception
Guang Yang, Jie Li, Xin Liu +2
Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning
Honghao Wei, Xiyue Peng, Arnob Ghosh +1
PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models
Haoran Li, Dadi Guo, Donghao Li +7
MSF-Mamba: Motion-aware State Fusion Mamba for Efficient Micro-Gesture Recognition
Deng Li, Jun Shao, Bohao Xing +4
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
Ziwei Yang, Zheng Chen, Xin Liu +5
Redefining the Quantum Supremacy Baseline With a New Generation Sunway Supercomputer
Xin Liu, Chu Guo, Yong Liu +11
Intention Knowledge Graph Construction for User Intention Relation Modeling
Jiaxin Bai, Zhaobo Wang, Junfei Cheng +8
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning
Akshay Paruchuri, Jake Garrison, Shun Liao +5
Branching Ratios and CP Violations of B \to K_0^*(1430) K^* Decays in the pQCD Approach
Xin Liu, Zhen-Jun Xiao, Zhi-Tian Zou
Detecting LLM-Generated Spam Reviews by Integrating Language Model Embeddings and Graph Neural Network
Xin Liu, Rongwu Xu, Xinyi Jia +4
Reply to "Comment on 'Modified quantum-speed-limit bounds for open quantum dynamics in quantum channels'"
Xin Liu, Wei Wu, Chao Wang
How Well Do Multimodal Models Reason on ECG Signals?
Maxwell A. Xu, Harish Haresamudram, Catherine W. Liu +11
Model-Driven GPR Inversion Network With Surrogate Forward Solver
Huilin Zhou, Xin Liu, Kexiang Wang +1
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph
Nuttapong Chairatanakul, Noppayut Sriwatanasakdi, Nontawat Charoenphakdee +2
A Simple Steady-State Analysis of Load Balancing Algorithms in the Sub-Halfin-Whitt Regime
Xin Liu, Lei Ying
Study of linearity of LYSO crystal for HERD calorimeter
Zheng Quan, Zhi-gang Wang, Ming Xu +10
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training
Jinda Jia, Cong Xie, Hanlin Lu +8
Substance over Style: Evaluating Proactive Conversational Coaching Agents
Vidya Srinivas, Xuhai Xu, Xin Liu +5
$2^{1296}$ Exponentially Complex Quantum Many-Body Simulation via Scalable Deep Learning Method
Xiao Liang, Mingfan Li, Qian Xiao +12
Asymptotically Optimal Appointment Scheduling in the Presence of Patient Unpunctuality
Nikolai Lipscomb, Xin Liu, Vidyadhar G. Kulkarni
Adversarial Robustness in RGB-Skeleton Action Recognition: Leveraging Attention Modality Reweighter
Chao Liu, Xin Liu, Zitong Yu +3
Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features
Sukwon Yun, Xin Liu, Yunhak Oh +4
On optimal zero-padding of kernel truncation method
Xin Liu, Qinglin Tang, Shaobo Zhang +1
How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets
Shahbaz Rezaei, Xin Liu
The Nineteenth Data Release of the Sloan Digital Sky Survey
SDSS Collaboration, Gautham Adamane Pallathadka, Mojgan Aghakhanloo +209
Suppression of the antiferromagnetic order by Zn doping in a possible Kitaev material Na$_2$Co$_2$TeO$_6$
Zhongtuo Fu, Ruokai Xu, Song Bao +13
Partial Envelope for Optimization Problem with Nonconvex Constraints
Xiaoyin Hu, Xin Liu, Kim-Chuan Toh +1
DiffFAS: Face Anti-Spoofing via Generative Diffusion Models
Xinxu Ge, Xin Liu, Zitong Yu +4
Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding
Xin Liu, Farima Fatahi Bayat, Lu Wang
Constrained Reasoning Chains for Enhancing Theory-of-Mind in Large Language Models
Zizheng Lin, Chunkit Chan, Yangqiu Song +1
Structures in a class of magnetized scale-free discs
Yue Shen, Xin Liu, Yu-Qing Lou
SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding
Yuqi Yang, Weiqi Wang, Baixuan Xu +13
Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack
Xin Liu, Yuxiang Zhang, Meng Wu +6
SwiftSpec: Ultra-Low Latency LLM Decoding by Scaling Asynchronous Speculative Decoding
Ziyi Zhang, Ziheng Jiang, Chengquan Jiang +5
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans
Xin He, Shihao Wang, Xiaowen Chu +6
DNNVM : End-to-End Compiler Leveraging Heterogeneous Optimizations on FPGA-based CNN Accelerators
Yu Xing, Shuang Liang, Lingzhi Sui +6
Varstrometry for Off-nucleus and Dual sub-Kpc AGN (VODKA): Investigating the Nature of J0823+2418 at $z=1.81$: a Likely Lensed Quasar
Arran C. Gross, Yu-Ching Chen, Adi Foord +8
Disttack: Graph Adversarial Attacks Toward Distributed GNN Training
Yuxiang Zhang, Xin Liu, Meng Wu +4
Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model
Yuting Zhang, Hao Lu, Qingyong Hu +4
Large Language Models are Few-Shot Health Learners
Xin Liu, Daniel McDuff, Geza Kovacs +7
Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems
Xin Liu, Honghao Wei, Lei Ying
Non-Gaussianity due to Possible Residual Foreground Signals in WMAP 1st-year Data Using Spherical Wavelet Approaches
Xin Liu, Shuang Nan Zhang
Truncated Proximal Policy Optimization
Tiantian Fan, Lingjun Liu, Yu Yue +20
A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations
Yao Wang, Xin Liu, Weikun Kong +4
Intrinsic Andreev $Ï$-reflection and Josephson $Ï$-junction for centrosymmetric spin-triplet superconductors
Han-Bing Leng, Chuang Li, Xin Liu
Predicting Emergent Abilities with Infinite Resolution Evaluation
Shengding Hu, Xin Liu, Xu Han +9
VODKA-JWST: A 3.8 kpc dual quasar at cosmic noon in a powerful starburst galaxy with JWST/MIRI IFU
Yu-Ching Chen, Yuzo Ishikawa, Nadia L. Zakamska +12
Annotation-efficient deep learning for automatic medical image segmentation
Shanshan Wang, Cheng Li, Rongpin Wang +12
The pure annihilation type B_c to M_2 M_3 decays in the perturbative QCD approach
Xin Liu, Zhen-Jun xiao, Cai-Dian Lu
Sparsity learning via structured functional factor augmentation
Hanteng Ma, Ziliang Shen, Xingdong Feng +1
Interpreting Inflammation Prediction Model via Tag-based Cohort Explanation
Fanyu Meng, Jules Larke, Xin Liu +4
Laminar: A Scalable Asynchronous RL Post-Training Framework
Guangming Sheng, Yuxuan Tong, Borui Wan +10
WebCoach: Self-Evolving Web Agents with Cross-Session Memory Guidance
Genglin Liu, Shijie Geng, Sha Li +4
Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression
Farima Fatahi Bayat, Xin Liu, H. V. Jagadish +1