Lingfeng Shen
15 papers · 2022–2025 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (37) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Grand Slam
π
Triple Crown
β‘
Prolific Year Β· Productive
β
The Questioner
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(67)
Top co-authors
Research topics
Artificial Intelligence
(9)
Machine Learning
(9)
Natural Language Processing
(8)
Core AI
(8)
Applications
(6)
Learning Types Β· Machine Learning
(6)
Deep Learning
(5)
Optimization & Theory
(4)
Learning Types Β· Deep Learning
(3)
Application Areas
(2)
Generation
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Analysis
(1)
Architectures
(1)
Keywords
reinforcement learning from human feedback
(2)
in-context learning
(2)
few-shot learning
(2)
text classification
(2)
point cloud registration
(1)
preference learning
(1)
adversarial robustness
(1)
saliency detection
(1)
text generation
(1)
machine translation
(1)
adversarial training
(1)
instruction following
(1)
paraphrase generation
(1)
cross-lingual alignment
(1)
instruction tuning
(1)
self-supervised learning
(1)
locality sensitive hashing
(1)
gradient descent
(1)
sample efficiency
(1)
3d reconstruction
(1)
Papers
Unsupervised RGB-D Point Cloud Registration for Scenes with Low Overlap and Photometric Inconsistency
ICCV 2025
AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies
EMNLP 2024
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation
ICML 2024
DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
NeurIPS 2024
Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles
NAACL 2024
Position: Do pretrained Transformers Learn In-Context by Gradient Descent?
ICML 2024
SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation
NAACL 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts
ACL 2024
The Trickle-down Impact of Reward Inconsistency on RLHF
ICLR 2024
Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency
EMNLP 2023
Sen2Pro: A Probabilistic Perspective to Sentence Embedding from Pre-trained Language Model
ACL 2023
TextShield: Beyond Successfully Detecting Adversarial Sentences in text classification
ICLR 2023
DRCNet: Dynamic Image Restoration Contrastive Network
ECCV 2022
KATG: Keyword-Bias-Aware Adversarial Text Generation for Text Classification
AAAI 2022
On the Evaluation Metrics for Paraphrase Generation
EMNLP 2022