← Authors

Bo Zhang

164 papers · 2008–2026 · 18 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) πŸƒ Academic Marathon (17) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (18) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (29) 🏠 Conference Loyalist (21) πŸ”¬ Deep Specialist (15) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ† Keyword Champion πŸ† Grand Slam πŸ‘₯ Mega-Team (38) 🀝 Dynamic Duo (38) ❓ The Questioner πŸš€ Conference Pioneer ⚑ Prolific Year (14) πŸ”₯ Unstoppable (14) πŸ—ƒοΈ Keyword Collector (73) πŸ’Ž Century Club (157) πŸ“ˆ Trend Setter

Conferences

CVPR (34) NIPS (21) AAAI (16) ACL (15) ICCV (15) ICLR (13) ICML (12) ECCV (9) EMNLP (9) IJCAI (7) NAACL (3) CLEAR (2) IJCNLP (2) JMLR (2) EACL (1) INTERSPEECH (1) AISTATS (1) SEMEVAL (1)

Top co-authors

Jun Zhu (38) Botian Shi (14) Chongxuan Li (13) Dong Chen (13) Xiangxiang Chu (12) Fang Wen (11) Zhenghua Li (11) Tao Chen (10) Hang Su (10) Jiakang Yuan (10)

Keywords

diffusion model (10) model compression (8) variational inference (7) autonomous driving (7) multimodal learning (7) large language model (7) image generation (6) convolutional neural network (6) generative adversarial network (6) neural network (6) variational autoencoder (5) vision-language model (5) image restoration (5) semi-supervised learning (5) generative model (5) grammatical error correction (5) text generation (5) domain adaptation (5) zero-shot learning (5) data augmentation (5)

Papers

Global-Local Confidence Fusion for Hallucination Detection in Mathematical Reasoning Task AAAI 2026
Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports from Scratch with Agentic Framework AAAI 2026
Counterfactual Question Generation Uncovering Learner Contradictions AAAI 2026
Learning to LEAP: Efficient Dense Point Tracking by Focusing Where It Matters AAAI 2026
Semore: VLM-guided Enhanced Semantic Motion Representations for Visual Reinforcement Learning AAAI 2026
CareCom: Generative Image Composition with Calibrated Reference Features AAAI 2026
ViG-RAG: Video-aware Graph Retrieval-Augmented Generation via Temporal and Semantic Hybrid Reasoning AAAI 2026
Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback ACL 2025
DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check ACL 2025
Dynamic Evil Score-Guided Decoding: An Efficient Decoding Framework For Red-Team Model ACL 2025
PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training ICLR 2025
MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequences ICLR 2025
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training ICLR 2025
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text ICLR 2025
Lumina-Image 2.0: A Unified and Efficient Image Generative Framework ICCV 2025
DriveX: Omni Scene Modeling for Learning Generalizable World Knowledge in Autonomous Driving ICCV 2025
Temporal Overlapping Prediction: A Self-supervised Pre-training Method for LiDAR Moving Object Segmentation ICCV 2025
Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025
R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization ICCV 2025
Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios EMNLP 2025
DiffCalib: Reformulating Monocular Camera Calibration as Diffusion-Based Dense Incident Map Generation AAAI 2025
LiON: Learning Point-Wise Abstaining Penalty for LiDAR Outlier DetectioN Using Diverse Synthetic Data AAAI 2025
What Is a Good Question? Assessing Question Quality via Meta-Fact Checking AAAI 2025
SafeConf: A Confidence-Calibrated Safety Self-Evaluation Method for Large Language Models EMNLP 2025
JiSAM: Alleviate Labeling Burden and Corner Case Problems in Autonomous Driving via Minimal Real-World Data CVPR 2025
A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation CVPR 2025
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations CVPR 2025
Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching CVPR 2025
MLVU: Benchmarking Multi-task Long Video Understanding CVPR 2025
dutir914 at SemEval-2025 Task 1: An integrated approach for Multimodal Idiomaticity Representations ACL 2025
dutir914 at SemEval-2025 Task 1: An integrated approach for Multimodal Idiomaticity Representations SEMEVAL 2025
MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency ICML 2025
SURVEYFORGE : On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing ACL 2025
A Training-free LLM-based Approach to General Chinese Character Error Correction ACL 2025
ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving NIPS 2024
Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy NIPS 2024
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning NIPS 2024
Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks NIPS 2024
Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving NIPS 2024
LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection AAAI 2024
Make RepVGG Greater Again: A Quantization-Aware Approach AAAI 2024
Norm Tweaking: High-Performance Low-Bit Quantization of Large Language Models AAAI 2024
Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models ACL 2024
Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction ACL 2024
Estimating the Causal Effect of Early ArXiving on Paper Acceptance CLEAR 2024
Shadow Generation for Composite Image Using Diffusion Model CVPR 2024
Language-Driven Anchors for Zero-Shot Adversarial Robustness CVPR 2024
Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression CVPR 2024
Better Regression Makes Better Test-time Adaptive 3D Object Detection ECCV 2024
ComFusion: Enhancing Personalized Generation by Instance-Scene Compositing and Fusion ECCV 2024
Norma: A Noise Robust Memory-Augmented Framework for Whole Slide Image Classification ECCV 2024
VisionLLaMA: A Unified LLaMA Backbone for Vision Tasks ECCV 2024
Multimodal Clickbait Detection by De-confounding Biases Using Causal Representation Inference EMNLP 2024
A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models EMNLP 2024
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding EMNLP 2024
mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture EMNLP 2024
DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior ICLR 2024
OWL: A Large Language Model for IT Operations ICLR 2024
LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection ICLR 2024
ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation ICLR 2024
On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm ICML 2024
DAGCN: Distance-based and Aspect-oriented Graph Convolutional Network for Aspect-based Sentiment Analysis NAACL 2024
LipsNet: A Smooth and Robust Neural Network with Adaptive Lipschitz Constant for High Accuracy Optimal Control ICML 2023
Delving Into Shape-Aware Zero-Shot Semantic Segmentation CVPR 2023
Paint by Example: Exemplar-Based Image Editing With Diffusion Models CVPR 2023
RODIN: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion CVPR 2023
MetaPortrait: Identity-Preserving Talking Head Generation With Fast Personalized Adaptation CVPR 2023
Uni3D: A Unified Baseline for Multi-Dataset 3D Object Detection CVPR 2023
Bi3D: Bi-Domain Active Learning for Cross-Domain 3D Object Detection CVPR 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement CVPR 2023
Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling CVPR 2023
Image Cropping With Spatial-Aware Feature and Rank Consistency CVPR 2023
Better Pre-Training by Reducing Representation Confusion EACL 2023
Improving Seq2Seq Grammatical Error Correction via Decoding Interventions EMNLP 2023
OPT-GAN: A Broad-Spectrum Global Optimizer for Black-Box Problems by Learning Distribution AAAI 2023
Make-It-3D: High-fidelity 3D Creation from A Single Image with Diffusion Prior ICCV 2023
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation ICCV 2023
MixPath: A Unified Approach for One-shot Neural Architecture Search ICCV 2023
Foreground Object Search by Distilling Composite Image Feature ICCV 2023
UMC: A Unified Bandwidth-efficient and Multi-resolution based Collaborative Perception Framework ICCV 2023
Fine-grained Visible Watermark Removal ICCV 2023
AD-PT: Autonomous Driving Pre-Training with Large-scale Point Cloud Dataset NIPS 2023
Conditional Positional Encodings for Vision Transformers ICLR 2023
NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts ACL 2023
Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models ICML 2022
Bringing Old Films Back to Life CVPR 2022
Human-Centric Image Cropping with Partition-Aware and Content-Preserving Features ECCV 2022
Vector Quantized Diffusion Model for Text-to-Image Synthesis CVPR 2022
Real-Time Neural Character Rendering with Pose-Guided Multiplane Images ECCV 2022
SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser EMNLP 2022
StyleSwin: Transformer-Based GAN for High-Resolution Image Generation CVPR 2022
MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction NAACL 2022
Enhanced Accuracy and Robustness via Multi-Teacher Adversarial Distillation ECCV 2022
Some Reflections on Drawing Causal Inference using Textual Data: Parallels Between Human Subjects and Organized Texts CLEAR 2022
Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models ICLR 2022
Fast Lossless Neural Compression with Integer-Only Discrete Flows ICML 2022
Adversarial Texture for Fooling Person Detectors in the Physical World CVPR 2022
Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation ACL 2021
A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents NAACL 2021
Style-Based Point Generator With Adversarial Rendering for Point Cloud Completion CVPR 2021
Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models ICML 2021
Twins: Revisiting the Design of Spatial Attention in Vision Transformers NIPS 2021
DARTS-: Robustly Stepping out of Performance Collapse Without Indicators ICLR 2021
MagDR: Mask-Guided Detection and Reconstruction for Defending Deepfakes CVPR 2021
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation CVPR 2021
Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation IJCNLP 2021
Stability and Generalization of Bilevel Programming in Hyperparameter Optimization NIPS 2021
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search ICCV 2021
Let's See Clearly: Contaminant Artifact Removal for Moving Cameras ICCV 2021
CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation CVPR 2021
Training Interpretable Convolutional Neural Networks by Differentiating Class-specific Filters ECCV 2020
Neural Architecture Search on Acoustic Scene Classification INTERSPEECH 2020
Cross-Domain Correspondence Learning for Exemplar-Based Image Translation CVPR 2020
Bringing Old Photos Back to Life CVPR 2020
Internal and Contextual Attention Network for Cold-start Multi-channel Matching in Recommendation IJCAI 2020
A Wasserstein Minimum Velocity Approach to Learning Unnormalized Models AISTATS 2020
Understanding and Stabilizing GANs’ Training Dynamics Using Control Theory ICML 2020
Pruning from Scratch AAAI 2020
Dynamic Network Pruning with Interpretable Layerwise Channel Selection AAAI 2020
To Relieve Your Headache of Training an MRF, Take AdVIL ICLR 2020
An Attention-based Model for Conversion Rate Prediction with Delayed Feedback via Post-click Calibration IJCAI 2020
Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks ACL 2020
Bi-level Score Matching for Learning Energy-based Latent Variable Models NIPS 2020
Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search ECCV 2020
Hierarchy Response Learning for Neural Conversation Generation EMNLP 2019
Hierarchy Response Learning for Neural Conversation Generation IJCNLP 2019
Deep Exemplar-Based Video Colorization CVPR 2019
Function Space Particle Optimization for Bayesian Neural Networks ICLR 2019
Blind Geometric Distortion Correction on Images Through Deep Learning CVPR 2019
Multi-objects Generation with Amortized Structural Regularization NIPS 2019
DeepExposure: Learning to Expose Photos with Asynchronously Reinforced Adversarial Learning NIPS 2018
Smooth Neighbors on Teacher Graphs for Semi-Supervised Learning CVPR 2018
Interpret Neural Networks by Identifying Critical Data Routing Paths CVPR 2018
Textbook Question Answering Under Instructor Guidance With Memory Networks CVPR 2018
Message Passing Stein Variational Gradient Descent ICML 2018
Graphical Generative Adversarial Networks NIPS 2018
Semi-crowdsourced Clustering with Deep Generative Models NIPS 2018
Supervised Treebank Conversion: Data and Approaches ACL 2018
Improving Interpretability of Deep Neural Networks With Semantic Information CVPR 2017
Triple Generative Adversarial Nets NIPS 2017
Semi-supervised Max-margin Topic Model with Manifold Posterior Regularization IJCAI 2017
Forecast the Plausible Paths in Crowd Scenes IJCAI 2017
Learning to Generate with Memory ICML 2016
Crowd Scene Understanding with Coherent Recurrent Neural Networks IJCAI 2016
Discriminative Deep Random Walk for Network Classification ACL 2016
Segment-Level Sequence Modeling using Gated Recursive Semi-Markov Conditional Random Fields ACL 2016
Adaptive Dropout Rates for Learning with Corrupted Features IJCAI 2015
Max-Margin Deep Generative Models NIPS 2015
Convolutional Neural Networks with Intra-Layer Recurrent Connections for Scene Labeling NIPS 2015
RIDE: Reversal Invariant Descriptor Enhancement ICCV 2015
Gibbs Max-margin Topic Models with Data Augmentation JMLR 2014
Distributed Bayesian Posterior Sampling via Moment Sharing NIPS 2014
Orientational Pyramid Matching for Recognizing Indoor Scenes CVPR 2014
Max-Margin Infinite Hidden Markov Models ICML 2014
Improved Bayesian Logistic Supervised Topic Models with Data Augmentation ACL 2013
Gibbs Max-Margin Topic Models with Fast Sampling Algorithms ICML 2013
Scalable Inference for Logistic-Normal Topic Models NIPS 2013
Generalized Relational Topic Models with Data Augmentation IJCAI 2013
Hierarchical Part Matching for Fine-Grained Visual Categorization ICCV 2013
Fast Max-Margin Matrix Factorization with Data Augmentation ICML 2013
Nonparametric Max-Margin Matrix Factorization for Collaborative Prediction NIPS 2012
Super-Bit Locality-Sensitive Hashing NIPS 2012
Partially Observed Maximum Entropy Discrimination Markov Networks NIPS 2008
Dynamic Hierarchical Markov Random Fields for Integrated Web Data Extraction JMLR 2008