Jun Zhang

108 papers · 2009–2026 · 22 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (16) 🌍 Conference Polyglot (21) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🏆 Grand Slam 👑 Triple Crown 👥 Mega-Team (21) 🔬 Deep Specialist (11) 🏆 Keyword Champion (2) ⚡ Prolific Year (9) 🚀 Conference Pioneer 🗃️ Keyword Collector (414) ❓ The Questioner (3) 💎 Century Club (99) 🔥 Unstoppable (6)

Conferences

AAAI (17) ICLR (13) NIPS (11) ACL (10) INTERSPEECH (8) CVPR (8) EMNLP (8) ICML (7) ICCV (6) ECCV (4) IJCAI (3) EACL (2) WACV (2) AISTATS (1) IJCNLP (1) ACML (1) JMLR (1) MICCAI (1) NAACL (1) AACL (1) RSS (1) UAI (1)

Top co-authors

Xinjie Zhang (9) Xiao Han (8) Lu Lu (7) Xinran Li (6) Yan Wang (6) Xingtong Ge (6) Zejun Ma (6) Dailan He (6) Tongda Xu (6) Jinxi Xiang (5)

Keywords

large language model (8) domain adaptation (5) question answering (5) multiple instance learning (4) contrastive learning (4) representation learning (4) text classification (3) weakly supervised learning (3) multi-agent reinforcement learning (3) self-supervised learning (3) whole-slide image (3) multimodal large language model (3) speech recognition (3) model compression (3) multimodal learning (3) whole slide image (3) temporal reasoning (2) federated learning (2) feature alignment (2) mathematical reasoning (2)

Papers

Global-Local Confidence Fusion for Hallucination Detection in Mathematical Reasoning Task AAAI 2026

VIL2C: Value-of-Information Aware Low-Latency Communication for Multi-Agent Reinforcement Learning AAAI 2026

Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning EACL 2026

PepCCD: A Contrastive Conditioned Diffusion Framework for Target-Specific Peptide Generation AAAI 2026

On the Feasibility of Using MultiModal LLMs to Execute AR Social Engineering Attacks AAAI 2026

Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning AAAI 2026

GaussianImage++: Boosted Image Representation and Compression with 2D Gaussian Splatting AAAI 2026

KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization EACL 2026

DisCo DETR: Distance-aware Multi-view Contrastive Learning for DETR Pre-training AAAI 2026

SafeConf: A Confidence-Calibrated Safety Self-Evaluation Method for Large Language Models EMNLP 2025

Ensembling Diffusion Models via Adaptive Feature Aggregation ICLR 2025

DimensionX: Create Any 3D and 4D Scenes from a Single Image with Decoupled Video Diffusion ICCV 2025

MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes ICCV 2025

FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging ICCV 2025

p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay ICCV 2025

Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion Models AAAI 2025

Semi-Supervised Clustering Framework for Fine-grained Scene Graph Generation AAAI 2025

CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression AAAI 2025

Learn How to Query from Unlabeled Data Streams in Federated Learning AAAI 2025

Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation AACL 2025

Neural Graph Map: Dense Mapping with Efficient Loop Closure Integration WACV 2025

Graph Neural Network Enhanced Retrieval for Question Answering of Large Language Models NAACL 2025

A Novel ED Triage Framework Using Conditional Imputation, Multi-Scale Semantic Learning, and Cross-Modal Fusion MICCAI 2025

CodeDPO: Aligning Code Models with Self Generated and Verified Source Code ACL 2025

QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions ACL 2025

A Parallelized Framework for Simulating Large-Scale LLM Agents with Realistic Environments and Interactions ACL 2025

Dynamic Evil Score-Guided Decoding: An Efficient Decoding Framework For Red-Team Model ACL 2025

Reinforcement Learning with Intrinsically Motivated Feedback Graph for Lost-sales Inventory Control AISTATS 2025

Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation IJCNLP 2025

FloE: On-the-Fly MoE Inference on Memory-constrained GPU ICML 2025

C2IQL: Constraint-Conditioned Implicit Q-learning for Safe Offline Reinforcement Learning ICML 2025

HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration ICML 2025

Let the Code LLM Edit Itself When You Edit the Code ICLR 2025

AdaWorld: Learning Adaptable World Models with Latent Actions ICML 2025

GI-GS: Global Illumination Decomposition on Gaussian Splatting for Inverse Rendering ICLR 2025

Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models ICLR 2025

SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration ICLR 2025

Why Does the Effective Context Length of LLMs Fall Short? ICLR 2025

Exponential Topology-enabled Scalable Communication in Multi-agent Reinforcement Learning ICLR 2025

SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025

Complex Numerical Reasoning with Numerical Semantic Pre-training Framework EMNLP 2025

Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025

TransLoc4D: Transformer-based 4D Radar Place Recognition CVPR 2024

Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning NIPS 2024

SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words NIPS 2024

Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph NIPS 2024

Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability NIPS 2024

$\texttt{ConflictBank}$: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs NIPS 2024

Assembly Fuzzy Representation on Hypergraph for Open-Set 3D Object Retrieval NIPS 2024

On the Convergence of an Adaptive Momentum Method for Adversarial Attacks AAAI 2024

Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding ACL 2024

Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024

L-Eval: Instituting Standardized Evaluation for Long Context Language Models ACL 2024

Differentially Private Deep Learning with Importance-based Adaptive Gradient Processing ACML 2024

Task-Aware Encoder Control for Deep Video Compression CVPR 2024

Generalized Predictive Model for Autonomous Driving CVPR 2024

Boosting Neural Representations for Videos with a Conditional Decoder CVPR 2024

Bidirectional Stereo Image Compression with Cross-Dimensional Entropy Model ECCV 2024

GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting ECCV 2024

Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models ICLR 2024

VersVideo: Leveraging Enhanced Temporal Diffusion Models for Versatile Video Generation ICLR 2024

Training-Free Long-Context Scaling of Large Language Models ICML 2024

Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning ICML 2024

Dual-Pipeline with Low-Rank Adaptation for New Language Integration in Multilingual ASR INTERSPEECH 2024

Can Large Language Models Understand Spatial Audio? INTERSPEECH 2024

KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023

LDMIC: Learning-based Distributed Multi-view Image Coding ICLR 2023

MIMT: Masked Image Modeling Transformer for Video Compression ICLR 2023

Locate, Refine and Restore: A Progressive Enhancement Network for Camouflaged Object Detection IJCAI 2023

RLogist: Fast Observation Strategy on Whole-Slide Images with Deep Reinforcement Learning AAAI 2023

Transferable Post-hoc Calibration on Pretrained Transformers in Noisy Text Classification AAAI 2023

Sparse Mixture-of-Experts are Domain Generalizable Learners ICLR 2023

CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling ICML 2023

Text-only Domain Adaptation using Unified Speech-Text Representation in Transducer INTERSPEECH 2023

Graph-Based Self-Learning for Robust Person Re-Identification WACV 2023

CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training ACL 2023

Language-specific Boundary Learning for Improving Mandarin-English Code-switching Speech Recognition INTERSPEECH 2023

Generalized Relation Modeling for Transformer Tracking CVPR 2023

Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification ICLR 2023

Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fire INTERSPEECH 2022

SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NIPS 2022

Multi-dataset Training of Transformers for Robust Action Recognition NIPS 2022

BMInf: An Efficient Toolkit for Big Model Inference and Tuning ACL 2022

Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval NIPS 2022

PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining NIPS 2022

DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing NIPS 2022

Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification CVPR 2022

Bring dialogue-context into RNN-T for streaming ASR INTERSPEECH 2022

Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels AAAI 2021

Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval With Partial Query ICCV 2021

KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple Subgoals EMNLP 2021

kFolden: k-Fold Ensemble for Out-Of-Distribution Detection EMNLP 2021

Learning 3D Shape Feature for Texture-Insensitive Person Re-Identification CVPR 2021

A Comprehensive Survey on Image Dehazing Based on Deep Learning IJCAI 2021

HMM-Free Encoder Pre-Training for Streaming RNN Transducer INTERSPEECH 2021

Exploiting Behavioral Consistence for Universal User Representation AAAI 2021

Attentional Pyramid Pooling of Salient Visual Residuals for Place Recognition ICCV 2021

Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021

Zero-shot Text Classification via Reinforced Self-training ACL 2020

Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians ECCV 2020

Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020

GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering ECCV 2020

Complete Dictionary Learning via $\ell_p$-norm Maximization UAI 2020

Session-level Language Modeling for Conversational Speech EMNLP 2018

Three-Dimensional Hysteresis Modeling of Robotic Artificial Muscles with Application to Shape Memory Alloy Actuators RSS 2017

Transfer Learning for Speaker Verification on Short Utterances INTERSPEECH 2016

Saliency Detection with a Deeper Investigation of Light Field IJCAI 2015

Reproducing Kernel Banach Spaces for Machine Learning JMLR 2009