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Ting Chen

48 papers · 2013–2026 · 13 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (13) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (75) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (4) πŸƒ Academic Marathon (12) 🌟 Keyword Trendsetter Combo (5) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ’Ž Century Club (47) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter ⚑ Prolific Year (9) πŸ—ƒοΈ Keyword Collector (188) ❓ The Questioner πŸ”₯ Unstoppable (8)

Conferences

NIPS (10) AAAI (7) ICLR (7) ICML (5) IJCAI (4) CVPR (3) EMNLP (3) ACL (2) ICCV (2) INTERSPEECH (2) IJCNLP (1) NAACL (1) OSDI (1)

Top co-authors

Yizhou Sun (5) Lala Li (5) Simon Kornblith (5) Geoffrey Hinton (4) Mohammad Norouzi (4) Han Zhang (3) Huaixiao Tou (3) Saurabh Saxena (3) zhongyu wei (3) Shiyu Huang (3)

Keywords

contrastive learning (7) self-supervised learning (7) representation learning (6) data augmentation (3) multi-task learning (3) generative adversarial network (3) graph neural network (3) prompt learning (2) semi-supervised learning (2) diffusion model (2) image classification (2) vision transformer (2) domain adaptation (2) instance segmentation (2) semantic segmentation (2) object detection (2) unsupervised learning (2) image generation (2) few-shot learning (2) graph representation learning (2)

Papers

RareAgents: Autonomous Multi-disciplinary Team for Rare Disease Diagnosis and Treatment AAAI 2026
HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multi-task Learning AAAI 2025
Multi-axis Prompt and Multi-dimension Fusion Network for All-in-one Weather-degraded Image Restoration AAAI 2025
Brain-Inspired Spiking Neural Networks for Energy-Efficient Object Detection CVPR 2025
VividMed: Vision Language Model with Versatile Visual Grounding for Medicine NAACL 2025
CoPRA: Bridging Cross-domain Pretrained Sequence Models with Complex Structures for Protein-RNA Binding Affinity Prediction AAAI 2025
Improving Multilingual Text-to-Speech with Mixture-of-Language-Experts and Accent Disentanglement INTERSPEECH 2024
Denoising Autoregressive Representation Learning ICML 2024
ΞΌSlope: High Compression and Fast Search on Semi-Structured Logs OSDI 2024
DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization AAAI 2024
Perceptual Group Tokenizer: Building Perception with Iterative Grouping ICLR 2024
Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning ICLR 2023
Automating Sound Change Prediction for Phylogenetic Inference: A Tukanoan Case Study EMNLP 2023
A Generalist Framework for Panoptic Segmentation of Images and Videos ICCV 2023
Scalable Adaptive Computation for Iterative Generation ICML 2023
DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection CVPR 2023
A Unified Sequence Interface for Vision Tasks NIPS 2022
Pix2seq: A Language Modeling Framework for Object Detection ICLR 2022
Understanding and Improving Robustness of Vision Transformers through Patch-based Negative Augmentation NIPS 2022
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding AAAI 2022
A compact transformer-based GAN vocoder INTERSPEECH 2022
Improved Transformer for High-Resolution GANs NIPS 2021
Improving Contrastive Learning on Imbalanced Data via Open-World Sampling NIPS 2021
Intriguing Properties of Contrastive Losses NIPS 2021
Why Do Better Loss Functions Lead to Less Transferable Features? NIPS 2021
MURAL: Multimodal, Multitask Representations Across Languages EMNLP 2021
Big Self-Supervised Models Advance Medical Image Classification ICCV 2021
Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction ICLR 2021
SVQN: Sequential Variational Soft Q-Learning Networks ICLR 2020
Robust Pre-Training by Adversarial Contrastive Learning NIPS 2020
A Simple Framework for Contrastive Learning of Visual Representations ICML 2020
Differentiable Product Quantization for End-to-End Embedding Compression ICML 2020
Automatic Emergency Diagnosis with Knowledge-Based Tree Decoding IJCAI 2020
Graph Contrastive Learning with Augmentations NIPS 2020
Big Self-Supervised Models are Strong Semi-Supervised Learners NIPS 2020
The Origins and Prevalence of Texture Bias in Convolutional Neural Networks NIPS 2020
Understanding Why Neural Networks Generalize Well Through GSNR of Parameters ICLR 2020
Few-Shot Representation Learning for Out-Of-Vocabulary Words ACL 2019
Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph EMNLP 2019
Self-Supervised GANs via Auxiliary Rotation Loss CVPR 2019
Combo-Action: Training Agent For FPS Game with Auxiliary Tasks AAAI 2019
Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph IJCNLP 2019
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity IJCAI 2019
On Self Modulation for Generative Adversarial Networks ICLR 2019
Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations ICML 2018
Task-oriented Dialogue System for Automatic Diagnosis ACL 2018
Entity Embedding-Based Anomaly Detection for Heterogeneous Categorical Events IJCAI 2016
Social Influence Locality for Modeling Retweeting Behaviors IJCAI 2013