Yifan Chen
32 papers · 2020–2026 · 12 conferences · across top CS/AI conferences
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Keyword Pioneer
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(10)
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Keyword Champion
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Century Club
(30)
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Conference Pioneer
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Keyword Collector
(159)
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Unstoppable
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Prolific Year
(6)
Conferences
NIPS (7)
ICML (5)
EMNLP (4)
WACV (3)
AAAI (2)
ACL (2)
AISTATS (2)
INTERSPEECH (2)
NAACL (2)
COLING (1)
CONLL (1)
CVPR (1)
Top co-authors
Keywords
self-attention mechanism
(3)
multiobjective optimization
(2)
text summarization
(2)
language model
(2)
kernel methods
(2)
pareto set learning
(2)
speaker diarization
(2)
kernel ridge regression
(2)
multi-objective optimization
(2)
diffusion model
(2)
adapter tuning
(2)
abstractive summarization
(2)
large language model
(2)
neural network
(2)
fluid dynamics
(2)
direct preference optimization
(2)
parameter-efficient transfer learning
(2)
low-rank approximation
(2)
pareto optimality
(2)
graph classification
(1)
Papers
When Human Preferences Flip: An Instance-Dependent Robust Loss for RLHF
AAAI 2026
PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice
ACL 2026
Optimizing LVLMs with On-Policy Data for Effective Hallucination Mitigation
WACV 2026
LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single-Timestamp 3D Human Pose Estimation
WACV 2025
Towards Robust Influence Functions with Flat Validation Minima
ICML 2025
Optimized Gradient Clipping for Noisy Label Learning
AAAI 2025
Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection
COLING 2025
Boost the Inference with Co-training: A Depth-guided Mutual Learning Framework for Semi-supervised Medical Polyp Segmentation
CVPR 2025
A Recipe for Causal Graph Regression: Confounding Effects Revisited
ICML 2025
Gliding over the Pareto Front with Uniform Designs
NIPS 2024
LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch
NIPS 2024
Probabilistic Forecasting with Stochastic Interpolants and FΓΆllmer Processes
ICML 2024
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
NIPS 2024
D2R: Dual-Branch Dynamic Routing Network for Multimodal Sentiment Detection
EMNLP 2024
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models
ACL 2024
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue
EMNLP 2023
Hypervolume Maximization: A Geometric View of Pareto Set Learning
NIPS 2023
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models
NIPS 2023
Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations
NIPS 2023
A Gromov-Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening
ICML 2023
NTK-approximating MLP Fusion for Efficient Language Model Fine-tuning
ICML 2023
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention
NAACL 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning
EMNLP 2022
Interrelate Training and Searching: A Unified Online Clustering Framework for Speaker Diarization
INTERSPEECH 2022
Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset
INTERSPEECH 2022
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences
NAACL 2022
Fast Statistical Leverage Score Approximation in Kernel Ridge Regression
AISTATS 2021
Accumulations of ProjectionsβA Unified Framework for Random Sketches in Kernel Ridge Regression
AISTATS 2021
Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method
NIPS 2021
A Corpus of Very Short Scientific Summaries
CONLL 2020
One-to-one Mapping for Unpaired Image-to-image Translation
WACV 2020
A Corpus of Very Short Scientific Summaries
EMNLP 2020