Explanipedia

Interactive End-to-End Decompilation via Large Language Models Open

Yun‐Long Feng, Xiaoming Shi, Wanxiang Che · 2025

The goal of decompilation is to convert compiled low-level code (e.g., assembly code) back into high-level programming languages, enabling analysis in scenarios where source code is unavailable. This task supports various reverse engineeri…

Towards Better Correctness and Efficiency in Code Generation Open

Yun‐Long Feng, Yang Xu, Xiao Xu, Binyuan Hui, Junyang Lin · 2025

While code large language models have demonstrated remarkable progress in code generation, the generated code often exhibits poor runtime efficiency, limiting its practical application in performance-sensitive scenarios. To address this li…

A Network Approach for Discovering Spatially Associated Objects Open

Changfeng Jing, Tao Liang, Yun‐Long Feng, Jianing Li, Sensen Wu , et al. · 2025

Discovering spatially associated objects involves measuring objects’ similarities and retrieving associated objects. The integration of spatial topology and network models for discovering associated objects remains largely unexplored. Here…

CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Open

S. Quan, Jiaxi Yang, B. X. Yu, Bo Zheng, Dayiheng Liu , et al. · 2025

With the increasing code reasoning capabilities of existing large language models (LLMs) and breakthroughs in reasoning models like OpenAI o1 and o3, there is a growing need to develop more challenging and comprehensive benchmarks that eff…

Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits Open

Bohan Li, J Guan, Longxu Dou, Yun‐Long Feng, Dingzirui Wang , et al. · 2024

The Myers-Briggs Type Indicator (MBTI) is one of the most influential personality theories reflecting individual differences in thinking, feeling, and behaving. MBTI personality detection has garnered considerable research interest and has…

Design and Implementation of a Geographic Scenario Computation System Based on Knowledge Base Open

Yun‐Long Feng, Changfeng Jing, Jianing Li, Tong Liang · 2024

The promotion and expansion of Geographic Information System (GIS) applications have increased the complexity of geocomputation. The concept of a geographic scene, which encompasses both geographic entities and complex spatial interaction …

Analysis on acoustic modes and Brillouin gain spectra of backward stimulated Brillouin scattering in W-type acoustic waveguide optical fibers Open

Yun‐Long Feng, Jie Dong, Shanglin Hou, Baoyi Wu, Jingli Lei , et al. · 2024

The acoustic Helmholtz equations of W-type acoustic waveguide fibers, including WI- and WII-type acoustic velocity of v l ,2 < v l ,3 < v l ,1 and v l ,2 < v l ,1 < v l ,3 , separately are solved by using the method of separation of variab…

Improving knowledge, attitude and practice on norovirus infection diarrhea among staff of kindergartens and schools: a before-after study Open

Hongxin Lyu, Dongmei Liang, Riyan Luo, Yun‐Long Feng, Lei Liu , et al. · 2024

Background Norovirus gastroenteritis outbreaks were common in schools and kindergartens and were more related to faculty knowledge, attitude, and practice level. Gastroenteritis outbreaks caused by norovirus in educational institutions wer…

MHPP: Exploring the Capabilities and Limitations of Language Models Beyond Basic Code Generation Open

Jianbo Dai, Jianqiao Lu, Yun‐Long Feng, Rongju Ruan, Ming Cheng , et al. · 2024

Recent advancements in large language models (LLMs) have greatly improved code generation, specifically at the function level. For instance, GPT-4o has achieved a 91.0\% pass rate on HumanEval. However, this draws into question the adequac…

Block-Map-Based Localization in Large-Scale Environment Open

Yixiao Feng, Jiang Zhou, Yongliang Shi, Yun‐Long Feng, Xiangyu Chen , et al. · 2024

Accurate localization is an essential technology for the flexible navigation of robots in large-scale environments. Both SLAM-based and map-based localization will increase the computing load due to the increase in map size, which will aff…

Improving Language Model Reasoning with Self-motivated Learning Open

Yun‐Long Feng, Yang Xu, Libo Qin, Yasheng Wang, Wanxiang Che · 2024

Large-scale high-quality training data is important for improving the performance of models. After trained with data that has rationales (reasoning steps), models gain reasoning capability. However, the dataset with high-quality rationales…

Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants' API Invocation Capabilities Open

Honglin Mu, Xu Yang, Yun‐Long Feng, Xiaofeng Han, Yitong Li , et al. · 2024

With the rise of Large Language Models (LLMs), AI assistants' ability to utilize tools, especially through API calls, has advanced notably. This progress has necessitated more accurate evaluation methods. Many existing studies adopt static…

Analysis of acoustic modes induced by backward stimulated Brillouin scattering in acoustic wave-guided single mode optical fibers Open

Yun‐Long Feng, Shanglin Hou, Jingli Lei, Wu Gang, Zuyong Yan · 2023

In this work, the acoustic Helmholtz equation is derived, and its analytical solution and the characteristic equation of the uniform guide mode in single mode fibers are obtained by the method of separation of variables. The normalized fre…

The Characteristic of infection in BA.2, BA.5 to BF7：A retrospective study Open

Hongxin Lyu, Huawei Xiong, Lingyu Liu, Yun‐Long Feng · 2023

Background Omicron has become the dominant SARS-CoV-2 variant worldwide. While comparisons of infection characteristics in various evolutionary variants remain scarce, it is essential to analyse the evolution and make important additions t…

OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding Open

Libo Qin, Qiguang Chen, Xu Xiao, Yun‐Long Feng, Wanxiang Che · 2023

Spoken Language Understanding (SLU) is one of the core components of a task-oriented dialogue system, which aims to extract the semantic meaning of user queries (e.g., intents and slots). In this work, we introduce OpenSLU, an open-source …

MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning Open

Bohan Li, Longxu Dou, Yutai Hou, Yun‐Long Feng, Honglin Mu , et al. · 2023

Prompt-based learning has shown considerable promise in reformulating various downstream tasks as cloze problems by combining original input with a predetermined template. This approach demonstrates its effectiveness, especially in few-sho…

A Two-Stage Framework with Self-Supervised Distillation For Cross-Domain Text Classification Open

Yun‐Long Feng, Bohan Li, Libo Qin, Xu Xiao, Wanxiang Che · 2023

Cross-domain text classification aims to adapt models to a target domain that lacks labeled data. It leverages or reuses rich labeled data from the different but related source domain(s) and unlabeled data from the target domain. To this e…

Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification Open

Bohan Li, Xinghao Wang, Xu Xiao, Yutai Hou, Yun‐Long Feng , et al. · 2023

Existing image augmentation methods consist of two categories: perturbation-based methods and generative methods. Perturbation-based methods apply pre-defined perturbations to augment an original image, but only locally vary the image, thu…

Leaching Characteristics and Solidification Mechanism of Vanadium from Spent Scr Catalysts in Magnetite Pellets Open

Long Ding, Yun‐Long Feng, Hexi Zhao, Lixin Qian, Jinbo Wu , et al. · 2023

OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding Open

Libo Qin, Qiguang Chen, Xu Xiao, Yun‐Long Feng, Wanxiang Che · 2023

Spoken Language Understanding (SLU) is one of the core components of a task-oriented dialogue system, which aims to extract the semantic meaning of user queries (e.g., intents and slots). In this work, we introduce OpenSLU, an open-source …

Comparison between HIV self-testing and facility-based HIV testing approach on HIV early detection among men who have sex with men: A cross-sectional study Open

Yi Zhou, Shaoli Huang, Mingting Cui, Zhihui Guo, Haotong Tang , et al. · 2022

Background To assess whether HIV self-testing (HIVST) has a better performance in identifying HIV-infected cases than the facility-based HIV testing (HIVFBT) approach. Methods A cross-sectional study was conducted among men who have sex wi…

Changes in sexual behavior among men who have sex with men during the spread of COVID-19 in China: results of an online survey Open

Hang Lyu, Shihan Zhen, Yun‐Long Feng, Shanzi Huang, Jiarun Li , et al. · 2022

Background: Sexual behavior drives the transmission of sexually transmitted infections, especially among men who have sex with men (MSM). This study aims to evaluate the sexual behavior changed among MSM during the outbreak of COVID-19. Ma…

CCDC 2063236: Experimental Crystal Structure Determination Open

Cai‐Hong Zhan, Dan-Ping Huang, Yu Wang, Wei‐Tao Mao, Xiaojuan Wang , et al. · 2021

CCDC 2063239: Experimental Crystal Structure Determination Open

Cai‐Hong Zhan, Dan-Ping Huang, Yu Wang, Wei‐Tao Mao, Xiaojuan Wang , et al. · 2021

CCDC 2063237: Experimental Crystal Structure Determination Open

Cai‐Hong Zhan, Dan-Ping Huang, Yu Wang, Wei‐Tao Mao, Xiaojuan Wang , et al. · 2021

Correction to: Effect of Process Parameters on Defects, Melt Pool Shape, Microstructure, and Tensile Behavior of 316L Stainless Steel Produced by Selective Laser Melting Open

Hua‐Zhen Jiang, Zheng‐Yang Li, Tao Feng, Pengyue Wu, Qi‐Sheng Chen , et al. · 2020

Half-Quadratic Alternating Direction Method of Multipliers for Robust Orthogonal Tensor Approximation Open

Yuning Yang, Yun‐Long Feng · 2020

Higher-order tensor canonical polyadic decomposition (CPD) with one or more of the latent factor matrices being columnwisely orthonormal has been well studied in recent years. However, most existing models penalize the noises, if occurring…

CSD 1785121: Experimental Crystal Structure Determination Open

Han‐Rui Tian, Wenhua Wang, Xiaoping Zhang, Yun‐Long Feng, Jian‐Wen Cheng · 2019

An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely availabl…

CCDC 1463254: Experimental Crystal Structure Determination Open

Yajing Ling, Huimin Liu, Jingjing Jiao, Yun‐Long Feng, Yabing He · 2017

An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available …

CCDC 1471569: Experimental Crystal Structure Determination Open

Yajing Ling, Jingjing Jiao, Mingxing Zhang, Huimin Liu, Dongjie Bai , et al. · 2016

An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available …

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