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Jian Zhang

UC Berkeley / Nexusflow researcher; co-author on Starling-7B and Nectar preference dataset.

Role
researcher
Currently at
Nexusflow
Twitter
Unknown
GitHub
Unknown
Papers
44

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44papers

Authored papers

44

TIDE: Trajectory-based Diagnostic Evaluation of Test-Time Improvement in LLM Agents

arXiv 2026

2026

MAXS: Meta-Adaptive Exploration with LLM Agents

arXiv 2026

2026

OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions

arXiv 2026

2026

A^3-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation

arXiv 2026

2026

VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction

arXiv 2025

2025

Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning

arXiv 2025

2025

DreamO: A Unified Framework for Image Customization

arXiv 2025

2025

MARS: A Multi-Agent Framework Incorporating Socratic Guidance for Automated Prompt Optimization

arXiv 2025

2025

MAPS: A Multi-Agent Framework Based on Big Seven Personality and Socratic Guidance for Multimodal Scientific Problem Solving

arXiv 2025

2025

Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning

arXiv 2025

2025

Quantitative Analysis of Performance Drop in DeepSeek Model Quantization

arXiv 2025

2025

DynamicVerse: A Physically-Aware Multimodal Framework for 4D World Modeling

arXiv 2025

2025

GenCompositor: Generative Video Compositing with Diffusion Transformer

arXiv 2025

2025

Q-Insight: Understanding Image Quality via Visual Reinforcement Learning

arXiv 2025

2025

Fitness aligned structural modeling enables scalable virtual screening with AuroBind

arXiv 2025

2025

MUR: Momentum Uncertainty guided Reasoning for Large Language Models

arXiv 2025

2025

Toward Real-world Text Image Forgery Localization: Structured and Interpretable Data Synthesis

arXiv 2025

2025

Fully-Geometric Cross-Attention for Point Cloud Registration

arXiv 2025

2025

Starling-7B: Improving Helpfulness and Harmlessness with RLAIF

ICML

2024

SkillMimic: Learning Basketball Interaction Skills from Demonstrations

CVPR 2025 1

2024

InstantSplat: Sparse-view SfM-free Gaussian Splatting in Seconds

arXiv 2024

2024

Adversarial Diffusion Compression for Real-World Image Super-Resolution

CVPR 2025 1

2024

Invertible Diffusion Models for Compressed Sensing

arXiv 2024

2024

DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing

CVPR 2024 1

2024

Large Spatial Model: End-to-end Unposed Images to Semantic 3D

arXiv 2024

2024

Retrieval Augmented Instruction Tuning for Open NER with Large Language Models

arXiv 2024

2024

Hybrid Fourier Score Distillation for Efficient One Image to 3D Object Generation

arXiv 2024

2024

RelayGS: Reconstructing Dynamic Scenes with Large-Scale and Complex Motions via Relay Gaussians

arXiv 2024

2024

FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

arXiv 2024

2024

BadEdit: Backdooring large language models by model editing

arXiv 2024

2024

Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization

arXiv 2024

2024

NetInfoF Framework: Measuring and Exploiting Network Usable Information

arXiv 2024

2024

On the Tool Manipulation Capability of Open-source Large Language Models

arXiv 2023

2023

A Unified Continual Learning Framework with General Parameter-Efficient Tuning

ICCV 2023 1

2023

T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models

arXiv 2023

2023

Unlimited-Size Diffusion Restoration

arXiv 2023

2023

AnimateZero: Video Diffusion Models are Zero-Shot Image Animators

arXiv 2023

2023

FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model

ICCV 2023 1

2023

Implicit Neural Representation for Cooperative Low-light Image Enhancement

ICCV 2023 1

2023

DomainAdaptor: A Novel Approach to Test-time Adaptation

ICCV 2023 1

2023

EFLNet: Enhancing Feature Learning for Infrared Small Target Detection

arXiv 2023

2023

Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization

ICCV 2023 1

2023

EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding

CVPR 2023 1

2022

Position Embedding Needs an Independent Layer Normalization

arXiv 2022

2022

Affiliations

Currently at

Nexusflow

researcher · startup

Frequent co-authors

10

from 44 papers