Bo Shen
9 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (28) π Interdisciplinary Bridge π Academic Marathon (5) π Cross-Pollinator (8) π Renaissance Researcher (7)
π§
Keyword Pioneer
π
Conference Polyglot
(7)
π§¬
Topic Evolution
π
Trend Setter
β
The Questioner
Conferences
ACL (2)
AAAI (1)
EACL (1)
EMNLP (1)
ICLR (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
latent representation
(2)
sparse autoencoder
(2)
online advertising
(1)
deep learning
(1)
neural network optimization
(1)
code generation
(1)
constrained optimization
(1)
low-rank approximation
(1)
robust principal component analysis
(1)
concept class
(1)
software engineering
(1)
tensor completion
(1)
multi-objective optimization
(1)
generative model
(1)
generalization error bound
(1)
loss landscape
(1)
recurrent neural network
(1)
auction mechanism
(1)
multimodal learning
(1)
Papers
Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering
EACL 2026
GenAuction: A Generative Auction for Online Advertising
AAAI 2025
CodeV: Issue Resolving with Visual Data
ACL 2025
SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models
EMNLP 2025
Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution
ICLR 2025
CodeM: Less Data Yields More Versatility via Ability Matrix
ACL 2024
Smooth Robust Tensor Completion for Background/Foreground Separation with Missing Pixels: Novel Algorithm with Convergence Guarantee
JMLR 2022
On the Provable Generalization of Recurrent Neural Networks
NIPS 2021
Is the Skip Connection Provable to Reform the Neural Network Loss Landscape?
IJCAI 2020