Publications (186)
ARMOR: An Agentic Framework for Reaction Feasibility Prediction via Adaptive Utility-aware Multi-tool Reasoning
Ye Liu, Botao Yu, Xinyi Ling +2
ABase: the Multi-Tenant NoSQL Serverless Database for Diverse and Dynamic Workloads in Large-scale Cloud Environments
Rong Kang, Yanbin Chen, Ye Liu +8
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning
Zheng Lian, Haiyang Sun, Licai Sun +15
Self-Abstraction from Grounded Experience for Plan-Guided Policy Refinement
Hiroaki Hayashi, Bo Pang, Wenting Zhao +6
Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience
Jiawei Gu, Ziting Xian, Yuanzhen Xie +7
Can Linguistic Knowledge Improve Multimodal Alignment in Vision-Language Pretraining?
Fei Wang, Liang Ding, Jun Rao +3
Just Noticeable Visual Redundancy Forecasting: A Deep Multimodal-driven Approach
Wuyuan Xie, Shukang Wang, Sukun Tian +3
Mechanical cooling in the bistable regime of a dissipative optomechanical cavity with a Kerr medium
Ye Liu, Yang Liu, Chang-Sheng Hu +3
Commonsense Evidence Generation and Injection in Reading Comprehension
Ye Liu, Tao Yang, Zeyu You +2
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization
Ye Liu, Jian-Guo Zhang, Yao Wan +3
On environmental contours for marine and coastal design
Emma Ross, Ole Christian Astrup, Elzbieta Bitner-Gregersen +8
Locating the Sources of Sub-synchronous Oscillations Induced by the Control of Voltage Source Converters Based on Energy Structure and Nonlinearity Detection
Zetian Zheng, Shaowei Huang, Jun Yan +4
Binary-Tree Encoding for Uniform Binary Sources in Index Modulation Systems
Justin P. Coon, Mihai-Alin Badiu, Ye Liu +2
Understanding Concurrent Transmissions: The Impact of Carrier Frequency Offset and RF Interference on Physical Layer Performance
Michael Baddeley, Carlo Alberto Boano, Antonio Escobar-Molero +7
XGen-7B Technical Report
Erik Nijkamp, Tian Xie, Hiroaki Hayashi +22
A Dynamic Equivalent Method for PMSG-WTG Based Wind Farms Considering wind Speeds and Fault Severities
Dongsheng Li, Chen Shen, Ye Liu +2
MMKG: Multi-Modal Knowledge Graphs
Ye Liu, Hui Li, Alberto Garcia-Duran +3
SEGB: Self-Evolved Generative Bidding with Local Autoregressive Diffusion
Yulong Gao, Wan Jiang, Mingzhe Cao +5
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System
Ye Liu, Chenwei Zhang, Xiaohui Yan +2
FireDataForge: A Unified Framework for Multi-Source Wildfire Data Retrieval and Integration
Zeyu Xia, Lexie Chen, Ye Liu +1
HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution
Ye Liu, Semih Yavuz, Rui Meng +3
Specification Mining for Smart Contracts with Trace Slicing and Predicate Abstraction
Ye Liu, Yixuan Liu, Yi Li +1
Vanishing ranges for the mod $p$ cohomology of alternating subgroups of Coxeter groups
Toshiyuki Akita, Ye Liu
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking
Tong Niu, Shafiq Joty, Ye Liu +3
Exploiting Constructive Interference for Backscatter Communication Systems
Bowen Gu, Dong Li, Ye Liu +1
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots
Wenting Zhao, Ye Liu, Yao Wan +1
Fine-Grained Urban Flow Inference
Kun Ouyang, Yuxuan Liang, Ye Liu +4
Grafting Pre-trained Models for Multimodal Headline Generation
Lingfeng Qiao, Chen Wu, Ye Liu +3
VideoMind: A Chain-of-LoRA Agent for Temporal-Grounded Video Reasoning
Ye Liu, Kevin Qinghong Lin, Chang Wen Chen +1
From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data
Ye Liu, Lei Zhu, Shunda Pei +5
Modulating task outcome value to mitigate real-world procrastination via noninvasive brain stimulation
Zhiyi Chen, Zhilin Ren, Wei Li +10
Interpretable Multi-Step Reasoning with Knowledge Extraction on Complex Healthcare Question Answering
Ye Liu, Shaika Chowdhury, Chenwei Zhang +2
SweRank+: Multilingual, Multi-Turn Code Ranking for Software Issue Localization
Revanth Gangi Reddy, Ye Liu, Wenting Zhao +7
Controllable Continual Test-Time Adaptation
Ziqi Shi, Fan Lyu, Ye Liu +5
Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis
Ye Liu, Lifang He, Bokai Cao +3
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval
Ye Liu, Rui Meng, Shafiq Joty +4
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI
Jianguo Zhang, Kun Qian, Zhiwei Liu +7
Practical Evaluation of Adversarial Robustness via Adaptive Auto Attack
Ye Liu, Yaya Cheng, Lianli Gao +3
Integral homology groups of double coverings and rank one $\mathbb{Z}$-local system for minimal CW complex
Ye Liu, Yongqiang Liu
Seasonal and Lunar month periods observed in natural neutron flux at high altitude
Yuri Stenkin, Victor Alekseenko, Zeyu Cai +14
VKIE: The Application of Key Information Extraction on Video Text
Siyu An, Ye Liu, Haoyuan Peng +1
Naturalness Evaluation of Natural Language Generation in Task-oriented Dialogues using BERT
Ye Liu, Wolfgang Maier, Wolfgang Minker +1
Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks
Jibing Gong, Yao Wan, Ye Liu +8
Incentive Mechanism Design for Emergency Frequency Control in Multi-Infeed Hybrid AC-DC System
Ye Liu, Chen Shen, Zhaojian Wang +1
A Regularized Vector Autoregressive Hidden Semi-Markov Model, with Application to Multivariate Financial Data
Zekun Xu, Ye Liu
SFVInt: Simple, Fast and Generic Variable-Length Integer Decoding using Bit Manipulation Instructions
Gang Liao, Ye Liu, Yonghua Ding +2
The Impact of the Physical Layer on the Performance of Concurrent Transmissions
Michael Baddeley, Carlo Alberto Boano, Antonio Escobar-Molero +6
Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation
Zhen Zhao, Ye Liu, Meng Zhao +3
Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining
Raghuveer Thirukovalluru, Rui Meng, Ye Liu +7
End-to-End Personalized Next Location Recommendation via Contrastive User Preference Modeling
Yan Luo, Ye Liu, Fu-lai Chung +2
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning
Ye Liu, Sheng Zhang, Rui Song +2
On chromatic functors and stable partitions of graphs
Ye Liu
Demystifying Invariant Effectiveness for Securing Smart Contracts
Zhiyang Chen, Ye Liu, Sidi Mohamed Beillahi +2
A General Initialization Scheme for Electromagnetic Transient Simulation: Towards Large-Scale Hybrid AC-DC Grids
Ye Liu, Yankan Song, Le Zhao +2
Data-driven Emergency Frequency Control for Multi-Infeed Hybrid AC-DC System
Qianni Cao, Ye Liu, Chen Shen
Hierarchical Testing of a Hybrid Machine Learning-Physics Global Atmosphere Model
Ziming Chen, L. Ruby Leung, Wenyu Zhou +9
Enhanced sensing of optomechanically induced nonlinearity by linewidth suppression and optical bistability in cavity-waveguide systems
Chun-Wang Liu, Ye Liu, Lei Du +3
ConceptNet infused DialoGPT for Underlying Commonsense Understanding and Reasoning in Dialogue Response Generation
Ye Liu, Wolfgang Maier, Wolfgang Minker +1
Automated Repair of TEE Partitioning Issues via DSL-Guided and LLM-Assisted Patching
Chengyan Ma, Jieke Shi, Ruidong Han +4
Cooperative Classification and Rationalization for Graph Generalization
Linan Yue, Qi Liu, Ye Liu +3
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs
Ye Liu, Semih Yavuz, Rui Meng +4
Affordance-Aware Object Insertion via Mask-Aware Dual Diffusion
Jixuan He, Wanhua Li, Ye Liu +3
FedJudge: Federated Legal Large Language Model
Linan Yue, Qi Liu, Yichao Du +3
SweRank: Software Issue Localization with Code Ranking
Revanth Gangi Reddy, Tarun Suresh, JaeHyeok Doo +7
Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document
Chen Lin, Ye Liu, Siyu An +1
Can Large Language Models Serve as Evaluators for Code Summarization?
Yang Wu, Yao Wan, Zhaoyang Chu +5
Demystifying the Characteristics for Smart Contract Upgrades
Ye Liu, Shuo Li, Xiuheng Wu +3
Universally Empowering Zeroth-Order Optimization via Adaptive Layer-wise Sampling
Fei Wang, Li Shen, Liang Ding +3
Detecting Various DeFi Price Manipulations with LLM Reasoning
Juantao Zhong, Daoyuan Wu, Ye Liu +4
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition
Mengke Li, Ye Liu, Yang Lu +3
Choice Models and Permutation Invariance: Demand Estimation in Differentiated Products Markets
Amandeep Singh, Ye Liu, Hema Yoganarasimhan
Conformal Uncertainty Indicator for Continual Test-Time Adaptation
Fan Lyu, Hanyu Zhao, Ziqi Shi +4
Simultaneous Computation and Memory Efficient Zeroth-Order Optimizer for Fine-Tuning Large Language Models
Fei Wang, Li Shen, Liang Ding +3
Exploring Code Analysis: Zero-Shot Insights on Syntax and Semantics with LLMs
Wei Ma, Zhihao Lin, Shangqing Liu +8
Automated TEE Adaptation with LLMs: Identifying, Transforming, and Porting Sensitive Functions in Programs
Ruidong Han, Zhou Yang, Chengyan Ma +5
The Large High Altitude Air Shower Observatory (LHAASO) Science Book (2021 Edition)
Zhen Cao, D. della Volpe, Siming Liu +87
Orchestrating Heterogeneous Experts: A Scalable MoE Framework with Anisotropy-Preserving Fusion
Ye Liu, Xu Chen, Wuji Chen +1
Adversarial Attacks on ML Defense Models Competition
Yinpeng Dong, Qi-An Fu, Xiao Yang +25
Optimal Emergency Frequency Control Based on Coordinated Droop in Multi-Infeed Hybrid AC-DC System
Ye Liu, Chen Shen
Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics
Yuxuan Liang, Kun Ouyang, Yiwei Wang +4
Test study on the RPS of TMSR-SF1 reactor
Zhenbao Liu, Ye Liu, Guimin Liu +1
FOLIO: Natural Language Reasoning with First-Order Logic
Simeng Han, Hailey Schoelkopf, Yilun Zhao +32
Learn while Unlearn: An Iterative Unlearning Framework for Generative Language Models
Haoyu Tang, Ye Liu, Xi Zhao +5
Point cloud ridge-valley feature enhancement based on position and normal guidance
Jianhui Nie, Zhaochen Zhang, Ye Liu +3
Expectation on Observation of Supernova Remnants with the LHAASO Project
Ye Liu, Zhen Cao, Songzhan Chen +7
Bas-relief Generation from Point Clouds Based on Normal Space Compression with Real-time Adjustment on CPU
Jianhui Nie, Wenkai Shi, Ye Liu +4
Automated Invariant Generation for Solidity Smart Contracts
Ye Liu, Chengxuan Zhang, Yi Li.
System-Initiated Transitions from Chit-Chat to Task-Oriented Dialogues with Transition Info Extractor and Transition Sentence Generator
Ye Liu, Stefan Ultes, Wolfgang Minker +1
Dense Hierarchical Retrieval for Open-Domain Question Answering
Ye Liu, Kazuma Hashimoto, Yingbo Zhou +3
Unified Conversational Models with System-Initiated Transitions between Chit-Chat and Task-Oriented Dialogues
Ye Liu, Stefan Ultes, Wolfgang Minker +1
Simultaneous Feature Learning and Hash Coding with Deep Neural Networks
Hanjiang Lai, Yan Pan, Ye Liu +1
Don't Overthink It: A Survey of Efficient R1-style Large Reasoning Models
Linan Yue, Yichao Du, Yizhi Wang +8
Procedural Memory Distillation: Online Reflection for Self-Improving Language Models
Ye Liu, Srijan Bansal, Bo Pang +6
PPTBench: Towards Holistic Evaluation of Large Language Models for PowerPoint Layout and Design Understanding
Zheng Huang, Xukai Liu, Tianyu Hu +2
Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and Filtering
Xukai Liu, Ye Liu, Shiwen Wu +4
AFFAKT: A Hierarchical Optimal Transport based Method for Affective Facial Knowledge Transfer in Video Deception Detection
Zihan Ji, Xuetao Tian, Ye Liu
Magnitude homology of real hyperplane arrangements
Junnosuke Koizumi, Ye Liu
Orthogonal Nonnegative Tucker Decomposition
Junjun Pan, Michael K. Ng, Ye Liu +2
Layer as Puzzle Pieces: Compressing Large Language Models through Layer Concatenation
Fei Wang, Li Shen, Liang Ding +3
KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning
Ye Liu, Yao Wan, Lifang He +2