Qian Lou
27 papers · 2019–2026 · 9 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (4)
🌍
Conference Polyglot
(9)
🏃
Academic Marathon
(6)
🌈
Renaissance Researcher
(7)
🤝
Dynamic Duo
(11)
🧬
Topic Evolution
🏆
Keyword Champion
(2)
💎
Century Club
(26)
⚡
Prolific Year
(7)
🔥
Unstoppable
(7)
🗃️
Keyword Collector
(85)
Conferences
EMNLP (6)
ICLR (6)
NIPS (6)
ACL (2)
CVPR (2)
ECCV (2)
ICML (1)
IJCAI (1)
NAACL (1)
Top co-authors
Research topics
Keywords
homomorphic encryption
(5)
model compression
(3)
trojan attack
(3)
adversarial attack
(2)
secure inference
(2)
fully homomorphic encryption
(2)
encrypted inference
(2)
encrypted datum
(2)
prompt injection
(2)
backdoor attack
(2)
inference latency
(2)
neural network
(2)
garbled circuit
(2)
adversarial learning
(2)
knowledge distillation
(2)
neural network training
(2)
object detection
(1)
text classification
(1)
certified robustness
(1)
transfer learning
(1)
Papers
Conjunctive Prompt Attacks in Multi-Agent LLM Systems
ACL 2026
Evaluating the Robustness and Accuracy of Text Watermarking Under Real-World Cross-Lingual Manipulations
EMNLP 2025
CipherPrune: Efficient and Scalable Private Transformer Inference
ICLR 2025
Factuality Beyond Coherence: Evaluating LLM Watermarking Methods for Medical Texts
EMNLP 2025
Jailbreaking LLMs with Arabic Transliteration and Arabizi
EMNLP 2024
HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning
NIPS 2024
CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models
ACL 2024
WBP: Training-time Backdoor Attacks through Hardware-based Weight Bit Poisoning
ECCV 2024
SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning
ECCV 2024
BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers
EMNLP 2024
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning
NAACL 2024
TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models
NIPS 2023
TrojText: Test-time Invisible Textual Trojan Insertion
ICLR 2023
TrojViT: Trojan Insertion in Vision Transformers
CVPR 2023
DictFormer: Tiny Transformer with Shared Dictionary
ICLR 2022
Lite-MDETR: A Lightweight Multi-Modal Detector
CVPR 2022
Language model compression with weighted low-rank factorization
ICLR 2022
Numerical Optimizations for Weighted Low-rank Estimation on Language Models
EMNLP 2022
Automatic Mixed-Precision Quantization Search of BERT
IJCAI 2021
SAFENet: A Secure, Accurate and Fast Neural Network Inference
ICLR 2021
HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture
ICML 2021
CRYPTOGRU: Low Latency Privacy-Preserving Text Analysis With GRU
EMNLP 2021
AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference
NIPS 2020
Falcon: Fast Spectral Inference on Encrypted Data
NIPS 2020
AutoQ: Automated Kernel-Wise Neural Network Quantization
ICLR 2020
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data
NIPS 2020
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data
NIPS 2019