Chengyue Gong

Distilling Structural Representations into Protein Sequence Models ICLR 2025 NRFlow: Towards Noise-Robust Generative Modeling via High-Order Mechanism UAI 2025 Evolution-Inspired Loss Functions for Protein Representation Learning ICML 2024 LanguageFlow: Advancing Diffusion Language Generation with Probabilistic Flows NAACL 2024 Layer Compression of Deep Networks with Straight Flows AAAI 2024 Switchable Decision: Dynamic Neural Generation Networks ICML 2024 Fast Point Cloud Generation With Straight Flows CVPR 2023 FlowGrad: Controlling the Output of Generative ODEs With Gradients CVPR 2023 Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow ICLR 2023 HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing ICLR 2023 ALLSH: Active Learning Guided by Local Sensitivity and Hardness NAACL 2022 Diffusion-based Molecule Generation with Informative Prior Bridges NeurIPS 2022 Harmless Transfer Learning for Item Embeddings NAACL 2022 How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity ICML 2022 NASViT: Neural Architecture Search for Efficient Vision Transformers with Gradient Conflict aware Supernet Training ICLR 2022 Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models EMNLP 2022 AlphaMatch: Improving Consistency for Semi-Supervised Learning With Alpha-Divergence CVPR 2021 AlphaNet: Improved Training of Supernets with Alpha-Divergence ICML 2021 argmax centroid NeurIPS 2021 AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling CVPR 2021 Automatic and Harmless Regularization with Constrained and Lexicographic Optimization: A Dynamic Barrier Approach NeurIPS 2021 KeepAugment: A Simple Information-Preserving Data Augmentation Approach CVPR 2021 Knowing More About Questions Can Help: Improving Calibration in Question Answering ACL 2021 Learning with Different Amounts of Annotation: From Zero to Many Labels EMNLP 2021 MaxUp: Lightweight Adversarial Training With Data Augmentation Improves Neural Network Training CVPR 2021 Black-Box Certification with Randomized Smoothing: A Functional Optimization Based Framework NeurIPS 2020 Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection ICML 2020 SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions ACL 2020 Improving Neural Language Modeling via Adversarial Training ICML 2019 Quantile Stein Variational Gradient Descent for Batch Bayesian Optimization ICML 2019 Sentence-Wise Smooth Regularization for Sequence to Sequence Learning AAAI 2019 FRAGE: Frequency-Agnostic Word Representation NeurIPS 2018 Neural User Response Generator: Fake News Detection with Collective User Intelligence IJCAI 2018 Deep Dynamic Poisson Factorization Model NeurIPS 2017