Xi Wang

82 papers · 2012–2026 · 20 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (20) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (13) 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🧬 Topic Evolution 👥 Mega-Team (20) 🌱 Topic Pioneer 🏆 Grand Slam 🚀 Conference Pioneer 🗃️ Keyword Collector (341) ⚡ Prolific Year (18) ❓ The Questioner 💎 Century Club (74) 📈 Trend Setter 🔥 Unstoppable (10)

Conferences

AAAI (13) CVPR (11) INTERSPEECH (8) OSDI (7) EMNLP (6) ECCV (5) ICCV (5) ICLR (5) NIPS (4) AISTATS (3) NAACL (3) MICCAI (3) ACL (2) UAI (1) NSDI (1) JMLR (1) IJCAI (1) ICML (1) EACL (1) COLING (1)

Top co-authors

Lei He (7) Luc Van Gool (7) Otmar Hilliges (6) Emine Yilmaz (6) Danda Pani Paudel (5) Frank K. Soong (4) Yiguang Hong (3) Zhipeng Tu (3) Guodong Shi (3) Xueyang Fu (3)

Research topics

Keywords

large language model (8) speech synthesis (5) diffusion model (4) few-shot learning (4) gradient descent (3) image generation (3) formal verification (3) attention mechanism (3) neural radiance field (3) variational autoencoder (3) regret bound (3) riemannian manifold (3) contrastive learning (2) 3d reconstruction (2) class imbalance (2) benchmark evaluation (2) image restoration (2) information retrieval (2) continual learning (2) variational inference (2)

Papers

TokenPowerBench: Benchmarking the Power Consumption of LLM Inference AAAI 2026

Towards Robust Edge Model Adaptation via Elastic Architecture Search AAAI 2026

Decomposing Prompts, Composing Actions: A Multi-Granularity Prompting Approach for Incremental Action Learning AAAI 2026

Hallucination as a Computational Boundary: A Hierarchy of Inevitability and the Oracle Escape AAAI 2026

ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications AAAI 2026

FIXME: Towards End-to-End Benchmarking of LLM-Aided Design Verification AAAI 2026

Autonomous Vehicle Path Planning by Searching with Differentiable Simulation AAAI 2026

RABot: Reinforcement-Guided Graph Augmentation for Imbalanced and Noisy Social Bot Detection AAAI 2026

Analyzing values about gendered language reform in LLMs’ revisions EMNLP 2025

Di[M]O: Distilling Masked Diffusion Models into One-step Generator ICCV 2025

Articulate3D: Holistic Understanding of 3D Scenes as Universal Scene Description ICCV 2025

Understanding Museum Exhibits using Vision-Language Reasoning ICCV 2025

Adaptive Retrieval-Augmented Generation for Conversational Systems NAACL 2025

DCTMamba: Advancing JPEG Image Restoration Through Long-Sequence Modeling and Adaptive Frequency Strategy AAAI 2025

SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering AAAI 2025

AKiRa: Augmentation Kit on Rays for Optical Video Generation CVPR 2025

GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control CVPR 2025

LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model CVPR 2025

Exploration-Driven Generative Interactive Environments CVPR 2025

MADial-Bench: Towards Real-world Evaluation of Memory-Augmented Dialogue Generation NAACL 2025

Bio2Vol: Adapting 2D Biomedical Foundation Models for Volumetric Medical Image Segmentation MICCAI 2025

OMS: One More Step Noise Searching to Enhance Membership Inference Attacks for Diffusion Models IJCAI 2025

How to set AdamW’s weight decay as you scale model and dataset size ICML 2025

Leveraging Driver Field-of-View for Multimodal Ego-Trajectory Prediction ICLR 2025

KBLaM: Knowledge Base augmented Language Model ICLR 2025

Stand on The Shoulders of Giants: Building JailExpert from Previous Attack Experience EMNLP 2025

PALM: Predicting Actions through Language Models ECCV 2024

SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation NIPS 2024

NeRFail: Neural Radiance Fields-Based Multiview Adversarial Attack AAAI 2024

Transparent and Scrutable Recommendations Using Natural Language User Profiles ACL 2024

Joint control variate for faster black-box variational inference AISTATS 2024

Extragradient Type Methods for Riemannian Variational Inequality Problems AISTATS 2024

Characteristic AI Agents via Large Language Models COLING 2024

Summarize the Past to Predict the Future: Natural Language Descriptions of Context Boost Multimodal Object Interaction Anticipation CVPR 2024

Long-Tail Class Incremental Learning via Independent Sub-prototype Construction CVPR 2024

What Do You See in Vehicle? Comprehensive Vision Solution for In-Vehicle Gaze Estimation CVPR 2024

WANDR: Intention-guided Human Motion Generation CVPR 2024

Clarifying the Path to User Satisfaction: An Investigation into Clarification Usefulness EACL 2024

E.T. the Exceptional Trajectory: Text-to-camera-trajectory generation with character awareness ECCV 2024

Real Appearance Modeling for More General Deepfake Detection ECCV 2024

Source-Free Domain-Invariant Performance Prediction ECCV 2024

Bayesian Low-rank Adaptation for Large Language Models ICLR 2024

Coarse-to-Fine Latent Diffusion Model for Glaucoma Forecast on Sequential Fundus Images MICCAI 2024

Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI MICCAI 2024

Robustness to corruption in pre-trained Bayesian neural networks ICLR 2023

SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning AAAI 2023

Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation EMNLP 2023

Large-Scale Automatic Audiobook Creation INTERSPEECH 2023

ContextSpeech: Expressive and Efficient Text-to-Speech for Paragraph Reading INTERSPEECH 2023

Online Optimization over Riemannian Manifolds JMLR 2023

GazeNeRF: 3D-Aware Gaze Redirection With Neural Radiance Fields CVPR 2023

JAWS: Just a Wild Shot for Cinematic Transfer in Neural Radiance Fields CVPR 2023

Convolutional Persistence as a Remedy to Neural Model Analysis AISTATS 2023

A Survey on Asking Clarification Questions Datasets in Conversational Systems ACL 2023

Task2KB: A Public Task-Oriented Knowledge Base AAAI 2023

Particle-based Variational Inference with Preconditioned Functional Gradient Flow ICLR 2023

Distributed Online Convex Optimization with Compressed Communication NIPS 2022

Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation NIPS 2022

Self-supervised Context-aware Style Representation for Expressive Speech Synthesis INTERSPEECH 2022

SoftSpeech: Unsupervised Duration Model in FastSpeech 2 INTERSPEECH 2022

MetaASSIST: Robust Dialogue State Tracking with Meta Learning EMNLP 2022

SMASH: Improving SMAll Language Models’ Few-SHot Ability with Prompt-Based Distillation EMNLP 2022

Sparse Local Patch Transformer for Robust Face Alignment and Landmarks Inherent Relation Learning CVPR 2022

JPEG Artifacts Removal via Contrastive Representation Learning ECCV 2022

Improving Embedding-based Large-scale Retrieval via Label Enhancement EMNLP 2021

No-regret Online Learning over Riemannian Manifolds NIPS 2021

QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval NAACL 2021

Learning Dual Priors for JPEG Compression Artifacts Removal ICCV 2021

Self-Supervised 3D Hand Pose Estimation From Monocular RGB via Contrastive Learning ICCV 2021

Relaxed Multivariate Bernoulli Distribution and Its Applications to Deep Generative Models UAI 2020

Automated Verification of Customizable Middlebox Properties with Gravel NSDI 2020

Specification and verification in the field: Applying formal methods to BPF just-in-time compilers in the Linux kernel OSDI 2020

Thunderbolt: Throughput-Optimized, Quality-of-Service-Aware Power Capping at Scale OSDI 2020

An Efficient Subband Linear Prediction for LPCNet-Based Neural Synthesis INTERSPEECH 2020

Forward-Backward Decoding for Regularizing End-to-End TTS INTERSPEECH 2019

Nickel: A Framework for Design and Verification of Information Flow Control Systems OSDI 2018

A New Glottal Neural Vocoder for Speech Synthesis INTERSPEECH 2018

Large-Scale Domain Adaptation via Teacher-Student Learning INTERSPEECH 2017

Push-Button Verification of File Systems via Crash Refinement OSDI 2016

Identifying Information Disclosure in Web Applications with Retroactive Auditing OSDI 2014

Jitk: A Trustworthy In-Kernel Interpreter Infrastructure OSDI 2014

Improving Integer Security for Systems with KINT OSDI 2012