← Authors

Sen Yang

50 papers · 2012–2026 · 17 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (13) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (16) πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🀝 Dynamic Duo (10) πŸ† Grand Slam πŸ‘₯ Mega-Team (125) 🧬 Topic Evolution πŸ† Keyword Champion πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (204) ⚑ Prolific Year (8) πŸ’Ž Century Club (48) ❓ The Questioner (2) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

ACL (10) ICCV (6) EMNLP (6) AAAI (4) NIPS (4) ICML (3) ICLR (3) CVPR (3) ECCV (2) IJCNLP (2) COLING (1) IJCAI (1) NAACL (1) AACL (1) NSDI (1) SEMEVAL (1) UAI (1)

Top co-authors

Leyang Cui (10) Wankou Yang (7) Yue Zhang (7) Ji Liu (7) Wai Lam (4) Jianchao Tan (4) Xinting Huang (4) Xin Li (3) Nigel Collier (3) Caiqi Zhang (3)

Keywords

large language model (4) multimodal learning (4) stochastic gradient descent (4) multiple instance learning (3) preference optimization (3) neural architecture search (3) long-form generation (3) vision-language model (3) communication efficiency (2) human pose estimation (2) multimodal large language model (2) medical image classification (2) non-convex optimization (2) constituency parsing (2) attention mechanism (2) data augmentation (2) multi-task learning (2) multilingual nlp (2) domain adaptation (2) visual question answering (2)

Papers

EM-KD: Distilling Efficient Multimodal Large Language Model with Unbalanced Vision Tokens AAAI 2026
LoGU: Long-form Generation with Uncertainty Expressions ACL 2025
TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data ACL 2025
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation EMNLP 2025
Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs NAACL 2025
Atomic Calibration of LLMs in Long-Form Generations IJCNLP 2025
Atomic Calibration of LLMs in Long-Form Generations AACL 2025
Improving the Continuity of Goal-Achievement Ability via Policy Self-Regularization for Goal-Conditioned Reinforcement Learning ICML 2025
MGMapNet: Multi-Granularity Representation Learning for End-to-End Vectorized HD Map Construction ICLR 2025
WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image ICCV 2025
DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy ICCV 2025
Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning EMNLP 2024
SeaLLMs - Large Language Models for Southeast Asia ACL 2024
Local Interpretation of Transformer Based on Linear Decomposition ACL 2023
PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor AAAI 2023
ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-Cost Proxies AAAI 2023
Enhancing Grammatical Error Correction Systems with Explanations ACL 2023
Rutgers Multimedia Image Processing Lab at SemEval-2023 Task-1: Text-Augmentation-based Approach for Visual Word Sense Disambiguation ACL 2023
Why Is the Winner the Best? CVPR 2023
Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning EMNLP 2023
ADNet: Lane Shape Prediction via Anchor Decomposition ICCV 2023
Capturing the Motion of Every Joint: 3D Human Pose and Shape Estimation with Independent Tokens ICLR 2023
Rutgers Multimedia Image Processing Lab at SemEval-2023 Task-1: Text-Augmentation-based Approach for Visual Word Sense Disambiguation SEMEVAL 2023
SimCC: A Simple Coordinate Classification Perspective for Human Pose Estimation ECCV 2022
Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification CVPR 2022
Challenges to Open-Domain Constituency Parsing ACL 2022
Investigating Non-local Features for Neural Constituency Parsing ACL 2022
Unified Visual Transformer Compression ICLR 2022
SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NIPS 2022
Cross-domain Generalization for AMR Parsing EMNLP 2022
Multi-Granularity Pruning for Model Acceleration on Mobile Devices ECCV 2022
TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework NIPS 2021
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation EMNLP 2021
Shifted Chunk Transformer for Spatio-Temporal Representational Learning NIPS 2021
GDP: Stabilized Neural Network Pruning via Gates With Differentiable Polarization ICCV 2021
TransPose: Keypoint Localization via Transformer ICCV 2021
TokenPose: Learning Keypoint Tokens for Human Pose Estimation ICCV 2021
Template-Based Named Entity Recognition Using BART ACL 2021
Template-Based Named Entity Recognition Using BART IJCNLP 2021
What Have We Achieved on Text Summarization? EMNLP 2020
Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020
Making the Best Use of Review Summary for Sentiment Analysis COLING 2020
Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning AAAI 2019
Learning with Non-Convex Truncated Losses by SGD UAI 2019
On the Linear Speedup Analysis of Communication Efficient Momentum SGD for Distributed Non-Convex Optimization ICML 2019
Exploring Pre-trained Language Models for Event Extraction and Generation ACL 2019
On the Convergence of (Stochastic) Gradient Descent with Extrapolation for Non-Convex Minimization IJCAI 2019
StreamScope: Continuous Reliable Distributed Processing of Big Data Streams NSDI 2016
A Highly Scalable Parallel Algorithm for Isotropic Total Variation Models ICML 2014
Multi-task Vector Field Learning NIPS 2012