Sheng Xu
39 papers · 2008–2025 · 11 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (17) 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) 🌈 Renaissance Researcher (11)
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Hot Topic Early Bird
🌍
Conference Polyglot
(11)
🏃
Academic Marathon
(17)
🤝
Dynamic Duo
(11)
👑
Triple Crown
🏆
Grand Slam
🧬
Topic Evolution
⚡
Prolific Year
(8)
💎
Century Club
(39)
🗃️
Keyword Collector
(143)
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Unstoppable
(8)
Conferences
AAAI (6)
ICLR (6)
COLING (5)
CVPR (5)
ICML (5)
EMNLP (4)
NIPS (3)
ECCV (2)
ACL (1)
COLT (1)
ICCV (1)
Top co-authors
Keywords
knowledge distillation
(5)
model compression
(5)
model quantization
(3)
event coreference resolution
(3)
text generation
(2)
vision transformer
(2)
low-bit quantization
(2)
information bottleneck
(2)
contrastive learning
(2)
object detection
(2)
efficient computing
(2)
graph neural network
(2)
document summarization
(2)
attention mechanism
(1)
benchmark evaluation
(1)
multi-modal learning
(1)
image reconstruction
(1)
sparse estimation
(1)
image restoration
(1)
document understanding
(1)
Papers
Curriculum Learning for Biological Sequence Prediction: The Case of De Novo Peptide Sequencing
ICML 2025
Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
ICML 2025
MaskGaussian: Adaptive 3D Gaussian Representation from Probabilistic Masks
CVPR 2025
On the Performance Analysis of Momentum Method: A Frequency Domain Perspective
ICLR 2025
A Distributional Approach to Uncertainty-Aware Preference Alignment Using Offline Demonstrations
ICLR 2025
Toward Exploratory Inverse Constraint Inference with Generative Diffusion Verifiers
ICLR 2025
Claim veracity assessment for explainable fake news detection
COLING 2025
Robust Inverse Constrained Reinforcement Learning under Model Misspecification
ICML 2024
CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues
AAAI 2024
Uncertainty-aware Constraint Inference in Inverse Constrained Reinforcement Learning
ICLR 2024
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models
NIPS 2024
ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing
AAAI 2024
Enhancing Human-AI Collaboration Through Logic-Guided Reasoning
ICLR 2024
Bi-ViT: Pushing the Limit of Vision Transformer Quantization
AAAI 2024
Learning 1-Bit Tiny Object Detector with Discriminative Feature Refinement
ICML 2024
Implicit Diffusion Models for Continuous Super-Resolution
CVPR 2023
Q-DM: An Efficient Low-bit Quantized Diffusion Model
NIPS 2023
Resilient Binary Neural Network
AAAI 2023
Target-Referenced Reactive Grasping for Dynamic Objects
CVPR 2023
Q-DETR: An Efficient Low-Bit Quantized Detection Transformer
CVPR 2023
Cross-Document Event Coreference Resolution on Discourse Structure
EMNLP 2023
CorefPrompt: Prompt-based Event Coreference Resolution by Measuring Event Type and Argument Compatibilities
EMNLP 2023
Representation Disparity-aware Distillation for 3D Object Detection
ICCV 2023
Recurrent Bilinear Optimization for Binary Neural Networks
ECCV 2022
Improving Event Coreference Resolution Using Document-level and Topic-level Information
EMNLP 2022
PosterBot: A System for Generating Posters of Scientific Papers with Neural Models
AAAI 2022
Automatic Slides Generation for Scholarly Papers: A Fine-Grained Dataset and Baselines (Student Abstract)
AAAI 2022
DCT-Centered Temporal Relation Extraction
COLING 2022
Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer
NIPS 2022
IDa-Det: An Information Discrepancy-Aware Distillation for 1-Bit Detectors
ECCV 2022
Layer-Wise Searching for 1-Bit Detectors
CVPR 2021
Deep Neural Tangent Kernel and Laplace Kernel Have the Same RKHS
ICLR 2021
Tree-projected gradient descent for estimating gradient-sparse parameters on graphs
COLT 2020
A Neural Local Coherence Analysis Model for Clarity Text Scoring
COLING 2020
Topic Tensor Network for Implicit Discourse Relation Recognition in Chinese
ACL 2019
Employing Text Matching Network to Recognise Nuclearity in Chinese Discourse
COLING 2018
MCDTB: A Macro-level Chinese Discourse TreeBank
COLING 2018
Robust Estimation of Transition Matrices in High Dimensional Heavy-tailed Vector Autoregressive Processes
ICML 2015
Information Retrieval Oriented Word Segmentation based on Character Association Strength Ranking
EMNLP 2008