FlowMalTrans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture

Minghao Hu, Junzhe Wang, Weisen Zhao +2

Reinforced Mnemonic Reader for Machine Reading Comprehension

Minghao Hu, Yuxing Peng, Zhen Huang +3

CoGate: Confidence-Gated Co-Decoding for Secure Code Generation

Minghao Hu, Lannan Luo, Allen Roush +1

The paper introduces CoGate, a method that uses the confidence of a security expert model to gate its influence during co-decoding for generating more secure code with large langua…

DeepMEL: A Multi-Agent Collaboration Framework for Multimodal Entity Linking

Fang Wang, Tianwei Yan, Zonghao Yang +4

Zero-Shot Vulnerability Detection in Low-Resource Smart Contracts Through Solidity-Only Training

Minghao Hu, Qiang Zeng, Lannan Luo

Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification

Minghao Hu, Yuxing Peng, Zhen Huang +2

Interactive Contrastive Learning for Self-supervised Entity Alignment

Kaisheng Zeng, Zhenhao Dong, Lei Hou +6

On Evaluating the Adversarial Robustness of Foundation Models for Multimodal Entity Linking

Fang Wang, Yongjie Wang, Zonghao Yang +2

Snapshot Ptychography on Array cameras

Chengyu Wang, Minghao Hu, Yuzuru Takashima +2

Read + Verify: Machine Reading Comprehension with Unanswerable Questions

Minghao Hu, Furu Wei, Yuxing Peng +3

Attention-Guided Answer Distillation for Machine Reading Comprehension

Minghao Hu, Yuxing Peng, Furu Wei +4

A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning

Minghao Hu, Yuxing Peng, Zhen Huang +1

Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction

Peixin Huang, Xiang Zhao, Minghao Hu +2

Array Camera Image Fusion using Physics-Aware Transformers

Qian Huang, Minghao Hu, David Jones Brady

DeFine: A Decomposed and Fine-Grained Annotated Dataset for Long-form Article Generation

Ming Wang, Fang Wang, Minghao Hu +9

Smart Cameras

David J. Brady, Minghao Hu, Chengyu Wang +6

KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion

Yilin Wang, Minghao Hu, Zhen Huang +3

$M^{3}EL$: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking

Fang Wang, Shenglin Yin, Xiaoying Bai +3

Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension

Minghao Hu, Yuxing Peng, Zhen Huang +1