Bo Peng

55 papers · 2013–2026 · 19 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (19) 🏃 Academic Marathon (12) 🐝 Cross-Pollinator (3) 🌈 Renaissance Researcher (10) 🗺️ Taxonomy Completionist (109) 🧬 Topic Evolution 👥 Mega-Team (70) 👑 Triple Crown 🏆 Keyword Champion 🏆 Grand Slam ⚡ Prolific Year (9) 🚀 Conference Pioneer ❓ The Questioner 🔥 Unstoppable (5) 💎 Century Club (52) 🗃️ Keyword Collector (250)

Conferences

AAAI (10) EMNLP (8) CVPR (7) NIPS (4) IJCNLP (4) ECCV (3) ICML (2) ICLR (2) ICCV (2) EACL (2) ACL (2) AACL (2) COLING (1) ACML (1) IJCAI (1) JMLR (1) MICCAI (1) NAACL (1) SEMEVAL (1)

Top co-authors

Yu-Yin Hsu (8) Jing Dong (6) Xia Ning (5) Emmanuele Chersoni (5) Zhen Fang (4) Hanwen Du (4) Wei Wang (4) Mingmin Chi (4) Jie Lu (3) Rohan Joshi (3)

Research topics

Linguistics (1)

Keywords

multimodal learning (5) representation learning (4) image generation (4) 3d reconstruction (4) neural radiance field (3) diffusion model (3) neural network (3) text classification (3) face generation (3) vision-language model (2) foundation model (2) neural rendering (2) domain generalization (2) contrastive learning (2) multi-modal learning (2) error detection (2) text generation (2) causal reasoning (2) medical imaging (2) attention mechanism (2)

Papers

Rethinking Target Label Conditioning in Adversarial Attacks: A 2D Tensor-Guided Generative Approach AAAI 2026

Revisiting MLLM Based Image Quality Assessment: Errors and Remedy AAAI 2026

How Foundational Skills Influence VLM-based Embodied Agents: A Native Perspective AAAI 2026

UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer ICCV 2025

On the Provable Importance of Gradients for Autonomous Language-Assisted Image Clustering ICCV 2025

IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data EMNLP 2025

D^3-Human: Dynamic Disentangled Digital Human from Monocular Video CVPR 2025

Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection CVPR 2025

MM-Tracker: Motion Mamba for UAV-platform Multiple Object Tracking AAAI 2025

Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data AACL 2025

Planning with Diffusion Models for Target-Oriented Dialogue Systems ACL 2025

SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search NAACL 2025

Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data IJCNLP 2025

Image-level Memorization Detection via Inversion-based Inference Perturbation ICLR 2025

eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data ICML 2024

Learning to Shape In-distribution Feature Space for Out-of-distribution Detection NIPS 2024

Codec Avatar Studio: Paired Human Captures for Complete, Driveable, and Generalizable Avatars NIPS 2024

AE-NeRF: Audio Enhanced Neural Radiance Field for Few Shot Talking Head Synthesis AAAI 2024

ConditionVideo: Training-Free Condition-Guided Video Generation AAAI 2024

Learning Dense Correspondence for NeRF-Based Face Reenactment AAAI 2024

End-to-End Learning of LTLf Formulae by Faithful LTLf Encoding AAAI 2024

Solving Spectrum Unmixing as a Multi-Task Bayesian Inverse Problem with Latent Factors for Endmember Variability AAAI 2024

Emstremo: Adapting Emotional Support Response with Enhanced Emotion-Strategy Integrated Selection COLING 2024

URHand: Universal Relightable Hands CVPR 2024

Predicting Mandarin and Cantonese Adult Speakers’ Eye-Movement Patterns in Natural Reading EACL 2024

S^3D-NeRF: Single-Shot Speech-Driven Neural Radiance Field for High Fidelity Talking Head Synthesis ECCV 2024

Omni6DPose: A Benchmark and Model for Universal 6D Object Pose Estimation and Tracking ECCV 2024

Be Helpful but Don’t Talk too Much - Enhancing Helpfulness in Conversations through Relevance in Multi-Turn Emotional Support EMNLP 2024

CELLO: Causal Evaluation of Large Vision-Language Models EMNLP 2024

EmbodiedBERT: Cognitively Informed Metaphor Detection Incorporating Sensorimotor Information EMNLP 2024

ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection ICLR 2024

Knowledge Distillation with Auxiliary Variable ICML 2024

Robustly Optimized Deep Feature Decoupling Network for Fatty Liver Diseases Detection MICCAI 2024

On the Last-iterate Convergence in Time-varying Zero-sum Games: Extra Gradient Succeeds where Optimism Fails NIPS 2023

Bit-Shrinking: Limiting Instantaneous Sharpness for Improving Post-Training Quantization CVPR 2023

Identifying ESG Impact with Key Information AACL 2023

A Dataset of Relighted 3D Interacting Hands NIPS 2023

Comparing and Predicting Eye-tracking Data of Mandarin and Cantonese EACL 2023

Identifying ESG Impact with Key Information IJCNLP 2023

Fine-grained Medical Vision-Language Representation Learning for Radiology Report Generation EMNLP 2023

A Self-training Framework for Automated Medical Report Generation EMNLP 2023

RWKV: Reinventing RNNs for the Transformer Era EMNLP 2023

Bridging LTLf Inference to GNN Inference for Learning LTLf Formulae AAAI 2022

Deep Stereo Image Compression via Bi-Directional Coding CVPR 2022

HeadNeRF: A Real-Time NeRF-Based Parametric Head Model CVPR 2022

Deep Structural Contrastive Subspace Clustering ACML 2021

TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models IJCNLP 2021

TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models ACL 2021

Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks EMNLP 2021

MUST-GAN: Multi-Level Statistics Transfer for Self-Driven Person Image Generation CVPR 2021

Extreme Network Compression via Filter Group Approximation ECCV 2018

YNU-HPCC at SemEval-2018 Task 3: Ensemble Neural Network Models for Irony Detection on Twitter SEMEVAL 2018

Representation Learning for Scene Graph Completion via Jointly Structural and Visual Embedding IJCAI 2018

An Error Bound for L1-norm Support Vector Machine Coefficients in Ultra-high Dimension JMLR 2016

WordTopic-MultiRank: A New Method for Automatic Keyphrase Extraction IJCNLP 2013