Qian Zheng

38 papers · 2018–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (10) 🗺️ Taxonomy Completionist (65) 🤝 Dynamic Duo (26) 🧬 Topic Evolution 🏆 Grand Slam 🗃️ Keyword Collector (189) 🔥 Unstoppable (8) 💎 Century Club (37) 🚀 Conference Pioneer ❓ The Questioner ⚡ Prolific Year (6)

Conferences

AAAI (15) CVPR (7) IJCAI (4) ICCV (3) ICML (3) NIPS (3) ECCV (1) EMNLP (1) ICLR (1)

Top co-authors

Gang Pan (27) Xudong Jiang (9) De Ma (9) Huajin Tang (9) Boxin Shi (8) Zehao Chen (6) Zhan Lu (5) Long Yang (5) Alex C. Kot (4) Yan Liu (3)

Keywords

reinforcement learning (5) event camera (5) neural radiance field (4) policy gradient (4) photometric stereo (4) spiking neural network (3) high dynamic range (3) reflection removal (3) domain adaptation (3) novel view synthesis (3) 3d gaussian splatting (2) deep reinforcement learning (2) event stream (2) sample efficiency (2) image reconstruction (2) surface normal estimation (2) membrane potential (2) 3d reconstruction (2) policy optimization (2) unsupervised learning (2)

Papers

S³: Spiking Neurons as an Isolating Segmenter for Brain Signal Decoding AAAI 2026

Unsupervised RGB-D Point Cloud Registration for Scenes with Low Overlap and Photometric Inconsistency ICCV 2025

EDyGS: Event Enhanced Dynamic 3D Radiance Fields from Blurry Monocular Video IJCAI 2025

Training High Performance Spiking Neural Network by Temporal Model Calibration ICML 2025

Mitigating Reward Over-Optimization in RLHF via Behavior-Supported Regularization ICLR 2025

EvHDR-GS: Event-guided HDR Video Reconstruction with 3D Gaussian Splatting AAAI 2025

EvHDR-NeRF: Building High Dynamic Range Radiance Fields with Single Exposure Images and Events AAAI 2025

EvSTVSR: Event Guided Space-Time Video Super-Resolution AAAI 2025

E-NeMF: Event-based Neural Motion Field for Novel Space-time View Synthesis of Dynamic Scenes ICCV 2025

Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks NIPS 2024

Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning EMNLP 2024

Connecting Consistency Distillation to Score Distillation for Text-to-3D Generation ECCV 2024

Spin-UP: Spin Light for Natural Light Uncalibrated Photometric Stereo CVPR 2024

Learning to Manipulate Artistic Images AAAI 2024

Pano-NeRF: Synthesizing High Dynamic Range Novel Views with Geometry from Sparse Low Dynamic Range Panoramic Images AAAI 2024

Safe Reinforcement Learning using Finite-Horizon Gradient-based Estimation ICML 2024

Spiking NeRF: Representing the Real-World Geometry by a Discontinuous Representation AAAI 2024

FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor NIPS 2024

Alleviating the Semantic Gap for Generalized fMRI-to-Image Reconstruction NIPS 2023

Extracting Semantic-Dynamic Features for Long-Term Stable Brain Computer Interface AAAI 2023

Augmented Proximal Policy Optimization for Safe Reinforcement Learning AAAI 2023

Off-Policy Proximal Policy Optimization AAAI 2023

DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering CVPR 2023

Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification ICML 2023

DiLiGenT102: A Photometric Stereo Benchmark Dataset With Controlled Shape and Material Variation CVPR 2022

TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources IJCAI 2022

Policy Optimization with Stochastic Mirror Descent AAAI 2022

Sample Complexity of Policy Gradient Finding Second-Order Stationary Points AAAI 2021

Panoramic Image Reflection Removal CVPR 2021

Single Image Reflection Removal With Absorption Effect CVPR 2021

Indoor Lighting Estimation Using an Event Camera CVPR 2021

On Convergence of Gradient Expected Sarsa(λ) AAAI 2021

Learning with Generated Teammates to Achieve Type-Free Ad-Hoc Teamwork IJCAI 2021

Dense Events Grounding in Video AAAI 2021

What Does Plate Glass Reveal About Camera Calibration? CVPR 2020

Exploiting Local Feature Patterns for Unsupervised Domain Adaptation AAAI 2019

SPLINE-Net: Sparse Photometric Stereo Through Lighting Interpolation and Normal Estimation Networks ICCV 2019

A Unified Approach for Multi-step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning IJCAI 2018