Han Bao
34 papers · 2018–2026 · 12 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+11 more ↓ Show less ↑
๐ Academic Marathon (7) ๐ Conference Polyglot (12) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Cross-Pollinator (12)
๐
Cross-Pollinator
(12)
๐
Renaissance Researcher
(10)
๐บ๏ธ
Taxonomy Completionist
(55)
๐
Grand Slam
๐
Keyword Champion
(2)
๐
Conference Pioneer
๐ฅ
Unstoppable
(8)
๐
Century Club
(33)
โ
The Questioner
๐๏ธ
Keyword Collector
(137)
โก
Prolific Year
(6)
Conferences
AISTATS (7)
AAAI (6)
ICML (5)
COLT (3)
NIPS (3)
ACL (2)
ICLR (2)
IJCAI (2)
ACML (1)
ICCV (1)
JMLR (1)
NSDI (1)
Top co-authors
Research topics
Keywords
optimal transport
(3)
representation learning
(3)
class imbalance
(2)
convergence rate
(2)
convex optimization
(2)
transfer learning
(2)
proper loss
(2)
generative model
(2)
surrogate regret
(2)
adversarial robustness
(2)
surrogate loss
(2)
stochastic gradient descent
(1)
binary classification
(1)
domain generalization
(1)
image classification
(1)
unsupervised learning
(1)
imitation learning
(1)
few-shot learning
(1)
hyperparameter optimization
(1)
similarity learning
(1)
Papers
Unleashing Low-Bit Inference on Ascend NPUs: A Comprehensive Evaluation of HiFloat Formats
ACL 2026
Calm Composite Losses: Being Improper Yet Proper Composite
AISTATS 2025
LiD-FL: Towards List-Decodable Federated Learning
AAAI 2025
Revisiting Online Learning Approach to Inverse Linear Optimization: A FenchelโYoung Loss Perspective and Gap-Dependent Regret Analysis
AISTATS 2025
Inverse Optimization with Prediction Market: A Characterization of Scoring Rules for Elciting System States
AISTATS 2025
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis
ICLR 2025
TAID: Temporally Adaptive Interpolated Distillation for Efficient Knowledge Transfer in Language Models
ICLR 2025
FlatQuant: Flatness Matters for LLM Quantization
ICML 2025
Proper losses regret at least 1/2-order
JMLR 2025
Online Structured Prediction with FenchelโYoung Losses and Improved Surrogate Regret for Online Multiclass Classification with Logistic Loss
COLT 2024
Self-attention Networks Localize When QK-eigenspectrum Concentrates
ICML 2024
Referee-Meta-Learning for Fast Adaptation of Locational Fairness
AAAI 2024
Zipfian Whitening
NIPS 2024
Parameter-free Clipped Gradient Descent Meets Polyak
NIPS 2024
Fast 1-Wasserstein distance approximations using greedy strategies
AISTATS 2024
Pluggable Watermarking of Deepfake Models for Deepfake Detection
IJCAI 2024
Will Large-scale Generative Models Corrupt Future Datasets?
ICCV 2023
Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence
NIPS 2023
Proper Losses, Moduli of Convexity, and Surrogate Regret Bounds
COLT 2023
Unbalanced Optimal Transport for Unbalanced Word Alignment
ACL 2023
BEVStereo: Enhancing Depth Estimation in Multi-View 3D Object Detection with Temporal Stereo
AAAI 2023
Auto-CM: Unsupervised Deep Learning for Satellite Imagery Composition and Cloud Masking Using Spatio-Temporal Dynamics
AAAI 2023
IMap: Fast and Scalable In-Network Scanning with Programmable Switches
NSDI 2022
Pairwise Supervision Can Provably Elicit a Decision Boundary
AISTATS 2022
On the Surrogate Gap between Contrastive and Supervised Losses
ICML 2022
Fairness by โWhereโ: A Statistically-Robust and Model-Agnostic Bi-level Learning Framework
AAAI 2022
Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract)
IJCAI 2022
Robust computation of optimal transport by
$ฮฒ$-potential regularization
ACML 2022
Fenchel-Young Losses with Skewed Entropies for Class-posterior Probability Estimation
AISTATS 2021
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification
AISTATS 2020
Calibrated Surrogate Losses for Adversarially Robust Classification
COLT 2020
Unsupervised Domain Adaptation Based on Source-Guided Discrepancy
AAAI 2019
Imitation Learning from Imperfect Demonstration
ICML 2019
Classification from Pairwise Similarity and Unlabeled Data
ICML 2018