Cheng Fu
12 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Artificial Intelligence
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Machine Learning
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(3)
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Keywords
entity resolution
(3)
neural architecture search
(2)
large language model
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multimodal learning
(2)
similarity learning
(1)
visual question answering
(1)
vision transformer
(1)
attention mechanism
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transfer learning
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knowledge distillation
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question answering
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information retrieval
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preference optimization
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self-supervised learning
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code generation
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direct preference optimization
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instruction following
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progressive learning
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binary analysis
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neural network security
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Papers
IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization
ACL 2025
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
NeurIPS 2024
TripLe: Revisiting Pretrained Model Reuse and Progressive Learning for Efficient Vision Transformer Scaling and Searching
ICCV 2023
Unified Language Representation for Question Answering over Text, Tables, and Images
ACL 2023
Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction
IJCAI 2022
Learn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing
ICML 2021
ProFlip: Targeted Trojan Attack With Progressive Bit Flips
ICCV 2021
Hierarchical Matching Network for Heterogeneous Entity Resolution
IJCAI 2020
Coda: An End-to-End Neural Program Decompiler
NeurIPS 2019
DeepInspect: A Black-box Trojan Detection and Mitigation Framework for Deep Neural Networks
IJCAI 2019
End-to-End Multi-Perspective Matching for Entity Resolution
IJCAI 2019
ISCAS_NLP at SemEval-2016 Task 1: Sentence Similarity Based on Support Vector Regression using Multiple Features
SemEval 2016