Lingfeng Shen
15 papers · 2022–2025 · 9 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (34) π Renaissance Researcher (5) π Conference Polyglot (9) π Interdisciplinary Bridge π§ Keyword Pioneer
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Hot Topic Early Bird
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Conference Polyglot
(9)
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Triple Crown
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Grand Slam
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Prolific Year
(8)
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Century Club
(15)
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The Questioner
Conferences
EMNLP (3)
ACL (2)
ICLR (2)
ICML (2)
NAACL (2)
AAAI (1)
ECCV (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
few-shot learning
(2)
adversarial robustness
(1)
locality-sensitive hashing
(1)
text classification
(1)
point cloud registration
(1)
self-supervised learning
(1)
machine translation
(1)
in-context learning
(1)
text generation
(1)
adversarial training
(1)
paraphrase generation
(1)
cross-lingual alignment
(1)
instruction tuning
(1)
reinforcement learning from human feedback
(1)
sample efficiency
(1)
correspondence matching
(1)
diffusion model
(1)
language model
(1)
classifier-free guidance
(1)
3d reconstruction
(1)
Papers
Unsupervised RGB-D Point Cloud Registration for Scenes with Low Overlap and Photometric Inconsistency
ICCV 2025
Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles
NAACL 2024
AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies
EMNLP 2024
The Trickle-down Impact of Reward Inconsistency on RLHF
ICLR 2024
Position: Do pretrained Transformers Learn In-Context by Gradient Descent?
ICML 2024
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation
ICML 2024
SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation
NAACL 2024
DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
NIPS 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts
ACL 2024
Sen2Pro: A Probabilistic Perspective to Sentence Embedding from Pre-trained Language Model
ACL 2023
Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency
EMNLP 2023
TextShield: Beyond Successfully Detecting Adversarial Sentences in text classification
ICLR 2023
KATG: Keyword-Bias-Aware Adversarial Text Generation for Text Classification
AAAI 2022
DRCNet: Dynamic Image Restoration Contrastive Network
ECCV 2022
On the Evaluation Metrics for Paraphrase Generation
EMNLP 2022