← Authors

Jia Xu

45 papers · 2008–2026 · 13 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (17) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) πŸ—ΊοΈ Taxonomy Completionist (86) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (13) 🧬 Topic Evolution πŸ† Grand Slam πŸ† Keyword Champion πŸ”₯ Unstoppable (11) ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ’Ž Century Club (43) ❓ The Questioner (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (190)

Conferences

CVPR (10) COLING (7) EMNLP (7) AAAI (5) ICLR (4) ICCV (2) ICML (2) NAACL (2) NIPS (2) ACL (1) EACL (1) IJCAI (1) SEMEVAL (1)

Top co-authors

Abdul Rafae Khan (8) Hassan Sajjad (4) Vikas Singh (4) Yu Yu (4) Irwin King (3) Weiwei Sun (3) Qifeng Chen (3) Nadir Durrani (3) Pengpeng Liu (3) Vladlen Koltun (3)

Keywords

machine translation (4) optical flow (4) domain generalization (3) weakly supervised learning (3) motion estimation (3) self-supervised learning (3) reinforcement learning (3) neural network (3) latent concept (2) brain encoding (2) concept discovery (2) semantic segmentation (2) convolutional neural network (2) ensemble learning (2) language modeling (2) natural language processing (2) stereo matching (2) sentiment analysis (2) visual cortex (2) unsupervised learning (2)

Papers

The Avengers: A Routing Recipe for Collective Intelligence in Language Models AAAI 2026
BrainLMM: A Label-Free Framework for Mapping Multi-Semantic Representation in the Human Visual Cortex AAAI 2026
Reinforcement Learning with Supervised Alignment EMNLP 2025
ResFormer: All-Time Reservoir Memory for Long Sequence Classification EMNLP 2025
Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting COLING 2025
EmByte: Decomposition and Compression Learning for Small yet Private NLP EMNLP 2025
CLIP-MSM: A Multi-Semantic Mapping Brain Representation for Human High-Level Visual Cortex AAAI 2025
Fair Canonical Correlation Analysis NIPS 2023
Human MotionFormer: Transferring Human Motions with Vision Transformers ICLR 2023
ConceptX: A Framework for Latent Concept Analysis AAAI 2023
Learning Uncertainty for Unknown Domains with Zero-Target-Assumption ICLR 2023
Probabilistic Robustness for Data Filtering EACL 2023
SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models EMNLP 2022
Analyzing Encoded Concepts in Transformer Language Models NAACL 2022
Learning by Interpreting IJCAI 2022
Measuring Robustness for NLP COLING 2022
Byte-based Multilingual NMT for Endangered Languages COLING 2022
Can Data Diversity Enhance Learning Generalization? COLING 2022
Discovering Latent Concepts Learned in BERT ICLR 2022
Few-Shot Human Motion Transfer by Personalized Geometry and Texture Modeling CVPR 2021
Action-guided 3D Human Motion Prediction NIPS 2021
Grouping Words with Semantic Diversity NAACL 2021
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching CVPR 2020
Coding Textual Inputs Boosts the Accuracy of Neural Networks EMNLP 2020
DHER: Hindsight Experience Replay for Dynamic Goals ICLR 2019
SelFlow: Self-Supervised Learning of Optical Flow CVPR 2019
DDFlow: Learning Optical Flow with Unlabeled Data Distillation AAAI 2019
CUNY-PKU Parser at SemEval-2019 Task 1: Cross-Lingual Semantic Parsing with UCCA SEMEVAL 2019
Not All Frames Are Equal: Weakly-Supervised Video Grounding With Contextual Similarity and Visual Clustering Losses CVPR 2019
Assessing Quality Estimation Models for Sentence-Level Prediction COLING 2018
Learning to See in the Dark CVPR 2018
Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation EMNLP 2018
Accurate Optical Flow via Direct Cost Volume Processing CVPR 2017
Fast Image Processing With Fully-Convolutional Networks ICCV 2017
On the Power and Limits of Distance-Based Learning ICML 2016
Manifold-valued Dirichlet Processes ICML 2015
Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization CVPR 2015
Learning to Segment Under Various Forms of Weak Supervision CVPR 2015
Query Lattice for Translation Retrieval COLING 2014
Tell Me What You See and I will Show You Where It Is CVPR 2014
GOSUS: Grassmannian Online Subspace Updates with Structured-Sparsity ICCV 2013
Incorporating User Interaction and Topological Constraints within Contour Completion via Discrete Calculus CVPR 2013
Enhancing Chinese Word Segmentation Using Unlabeled Data EMNLP 2011
Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation COLING 2008
Phrase Table Training for Precision and Recall: What Makes a Good Phrase and a Good Phrase Pair? ACL 2008