Xinyu Zhang

95 papers · 2016–2026 · 19 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (19) 🧭 Keyword Pioneer 🌍 Conference Polyglot (19) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (14) 🌱 Topic Pioneer 👑 Triple Crown 🔬 Deep Specialist (13) 🧬 Topic Evolution 🏆 Grand Slam 💎 Century Club (90) ⚡ Prolific Year (17) 🔥 Unstoppable (11) 🗃️ Keyword Collector (433) 📈 Trend Setter ❓ The Questioner

Conferences

AAAI (15) EMNLP (14) ACL (13) CVPR (12) NSDI (5) IJCAI (5) NIPS (4) ICCV (4) ICLR (4) ICML (3) CORL (3) IJCNLP (2) INTERSPEECH (2) JMLR (2) COLING (2) RSS (2) ECCV (1) NAACL (1) WACV (1)

Top co-authors

Jimmy Lin (9) Jingdong Wang (8) Lingling Zhang (7) Zhao Cao (7) Ruofei Lai (7) Meng Han (6) Jun Liu (6) Wenjun Wu (5) Xuanjing Huang (5) Jian Wang (5)

Research topics

Keywords

large language model (18) information retrieval (6) transfer learning (5) multimodal learning (4) zero-shot learning (4) representation learning (4) person re-identification (4) contrastive learning (4) object detection (4) dense retrieval (4) knowledge distillation (4) natural language inference (3) semantic segmentation (3) diffusion model (3) multi-task learning (3) multilingual retrieval (3) question answering (3) recurrent neural network (3) attention mechanism (2) in-context learning (2)

Papers

Perceptually Guided 3DGS Streaming and Rendering for Mixed Reality WACV 2026

IntentMotion: Learning Intent-Aware Human Motion from Language in 3D Scenes AAAI 2026

K-STaR: Knowledge-Aware Self-Taught Reasoner AAAI 2026

Correspondence Coverage Matters for Multi-Modal Dataset Distillation AAAI 2026

Encode Geometric Diagram as Geo-Graph in Geometry Problem Solving AAAI 2026

Satellite-Text-Prompted Large Language Model for Photovoltaic Power Forecasting AAAI 2026

Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot EMNLP 2025

EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding AAAI 2025

VProChart: Answering Chart Question Through Visual Perception Alignment Agent and Programmatic Solution Reasoning AAAI 2025

TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization AAAI 2025

Security Attacks on LLM-based Code Completion Tools AAAI 2025

Motion Blender Gaussian Splatting for Dynamic Reconstruction CORL 2025

SCoder: Progressive Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs EMNLP 2025

Beyond the Surface: Measuring Self-Preference in LLM Judgments EMNLP 2025

Diagram-Driven Course Questions Generation EMNLP 2025

Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning EMNLP 2025

CultureSynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis EMNLP 2025

Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model ACL 2025

PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning ACL 2025

Revisit Self-Debugging with Self-Generated Tests for Code Generation ACL 2025

Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ACL 2025

Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning ACL 2025

P3: Prompts Promote Prompting ACL 2025

CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention ICML 2025

NEAR: Neural Electromagnetic Array Response ICML 2025

Adapting to Observation Length of Trajectory Prediction via Contrastive Learning CVPR 2025

Are Images Indistinguishable to Humans Also Indistinguishable to Classifiers? CVPR 2025

Radio Frequency Ray Tracing with Neural Object Representation for Enhanced RF Modeling CVPR 2025

PABBO: Preferential Amortized Black-Box Optimization ICLR 2025

CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering CVPR 2024

Optimal Weighted Random Forests JMLR 2024

Multi-Objective Forward Reasoning and Multi-Reward Backward Refinement for Product Review Summarization COLING 2024

Estimating Conditional Average Treatment Effects via Sufficient Representation Learning IJCAI 2024

CompetEvo: Towards Morphological Evolution from Competition IJCAI 2024

LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection ICLR 2024

Low Category Uncertainty and High Training Potential Instance Learning for Unsupervised Domain Adaptation AAAI 2024

Towards an Information Theoretic Framework of Context-Based Offline Meta-Reinforcement Learning NIPS 2024

One-Shot Imitation Learning with Invariance Matching for Robotic Manipulation RSS 2024

Evaluation of Text-to-Video Generation Models: A Dynamics Perspective NIPS 2024

Scaling Manipulation Learning with Visual Kinematic Chain Prediction CORL 2024

Detect Everything with Few Examples CORL 2024

Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM ACL 2024

Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics ICML 2024

Backdoor Contrastive Learning via Bi-level Trigger Optimization ICLR 2024

Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring CVPR 2024

VRP-SAM: SAM with Visual Reference Prompt CVPR 2024

HOIAnimator: Generating Text-prompt Human-object Animations using Novel Perceptive Diffusion Models CVPR 2024

Diagram Visual Grounding: Learning to See with Gestalt-Perceptual Attention IJCAI 2023

HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception NIPS 2023

Dual Memory Aggregation Network for Event-Based Object Detection with Learnable Representation AAAI 2023

GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration ACL 2023

Evaluating Embedding APIs for Information Retrieval ACL 2023

Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning ACL 2023

BEVHeight: A Robust Framework for Vision-Based Roadside 3D Object Detection CVPR 2023

IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions EMNLP 2023

Hi-ArG: Exploring the Integration of Hierarchical Argumentation Graphs in Language Pretraining EMNLP 2023

Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation EMNLP 2023

Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face EMNLP 2023

Sequential Texts Driven Cohesive Motions Synthesis with Natural Transitions ICCV 2023

CO-Net: Learning Multiple Point Cloud Tasks at Once with A Cohesive Network ICCV 2023

Unified Pre-Training with Pseudo Texts for Text-To-Image Person Re-Identification ICCV 2023

Optimal Parameter-Transfer Learning by Semiparametric Model Averaging JMLR 2023

SlimWiFi: Ultra-Low-Power IoT Radio Architecture Enabled by Asymmetric Communication NSDI 2023

RF-Chord: Towards Deployable RFID Localization System for Logistic Networks NSDI 2023

Implicit Sample Extension for Unsupervised Person Re-Identification CVPR 2022

Replacing Labeled Real-Image Datasets With Auto-Generated Contours CVPR 2022

Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering ACL 2022

Towards Efficient NLP: A Standard Evaluation and A Strong Baseline NAACL 2022

Glottal inverse filtering based on articulatory synthesis and deep learning INTERSPEECH 2022

Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking EMNLP 2022

Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding COLING 2022

Self-Guided Hard Negative Generation for Unsupervised Person Re-Identification IJCAI 2022

AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages EMNLP 2022

UFO: Unified Feature Optimization ECCV 2022

Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation AAAI 2021

Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP 2021

On Training Implicit Models NIPS 2021

Robust Multimodal Vehicle Detection in Foggy Weather Using Complementary Lidar and Radar Signals CVPR 2021

Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation CVPR 2021

Generalized Supervised Attention for Text Generation IJCNLP 2021

Bag-of-Words Baselines for Semantic Code Search IJCNLP 2021

Bag-of-Words Baselines for Semantic Code Search ACL 2021

Generalized Supervised Attention for Text Generation ACL 2021

Diverse Knowledge Distillation for End-to-End Person Search AAAI 2021

Adversarial AutoAugment ICLR 2020

Diversity Transfer Network for Few-Shot Learning AAAI 2020

DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction Using Aerial Images and Trajectories AAAI 2020

Towards Embodied Scene Description RSS 2020

Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching IJCAI 2020

A Little Bit Is Worse Than None: Ranking with Limited Training Data EMNLP 2020

An Investigation of the Target Approximation Model for Tone Modeling and Recognition in Continuous Mandarin Speech INTERSPEECH 2020

Self-Training With Progressive Augmentation for Unsupervised Cross-Domain Person Re-Identification ICCV 2019

LiveTag: Sensing Human-Object Interaction through Passive Chipless WiFi Tags NSDI 2018

Facilitating Robust 60 GHz Network Deployment By Sensing Ambient Reflectors NSDI 2017

BeamSpy: Enabling Robust 60 GHz Links Under Blockage NSDI 2016