Haobo Zhang
13 papers · 2020–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (9) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Renaissance Researcher (6)
π
Conference Polyglot
(8)
π
Academic Marathon
(5)
π
Triple Crown
π
Century Club
(13)
ποΈ
Keyword Collector
(65)
Conferences
NIPS (4)
ICLR (2)
JMLR (2)
ACL (1)
COLING (1)
ICML (1)
IJCAI (1)
INTERSPEECH (1)
Top co-authors
Keywords
kernel ridge regression
(4)
source condition
(2)
spectral algorithm
(2)
reproducing kernel hilbert space
(2)
minimax optimality
(2)
sample complexity
(1)
information retrieval
(1)
convex optimization
(1)
constrained optimization
(1)
model merging
(1)
speech recognition
(1)
gradient descent
(1)
generalization error
(1)
linear programming
(1)
power-law decay
(1)
distributed learning
(1)
excess risk
(1)
primal-dual algorithm
(1)
online convex optimization
(1)
statistical learning theory
(1)
Papers
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging
ACL 2025
Enhancing Reranking for Recommendation with LLMs through User Preference Retrieval
COLING 2025
Optimal Rates of Kernel Ridge Regression under Source Condition in Large Dimensions
JMLR 2025
On the Power of Optimism in Constrained Online Convex Optimization
IJCAI 2025
Safe and Robust Watermark Injection with a Single OoD Image
ICLR 2024
On the Optimality of Misspecified Spectral Algorithms
JMLR 2024
On the Saturation Effects of Spectral Algorithms in Large Dimensions
NIPS 2024
Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage
NIPS 2024
On the Saturation Effect of Kernel Ridge Regression
ICLR 2023
On the Asymptotic Learning Curves of Kernel Ridge Regression under Power-law Decay
NIPS 2023
Understanding Deep Gradient Leakage via Inversion Influence Functions
NIPS 2023
On the Optimality of Misspecified Kernel Ridge Regression
ICML 2023
Monolingual Data Selection Analysis for English-Mandarin Hybrid Code-Switching Speech Recognition
INTERSPEECH 2020