Jun Zhang

Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning EACL 2026 SHARP: Self-adaptive Harmful Category-aware Prompt Generation for Black-box Jailbreaking ACL 2026 See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs ACL 2026 ReFL: Reflective Feedback Learning for Hallucination Detection of Large Language Models ACL 2026 DisCal: Distribution-Aware Calibration for Mathematical Reasoning Under Character-Level Noisy Inputs ACL 2026 HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference ACL 2026 Interleaved Tool-Call Reasoning for Protein Function Understanding ACL 2026 Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context Focusing ACL 2026 On the Feasibility of Using MultiModal LLMs to Execute AR Social Engineering Attacks AAAI 2026 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 PepCCD: A Contrastive Conditioned Diffusion Framework for Target-Specific Peptide Generation AAAI 2026 DisCo DETR: Distance-aware Multi-view Contrastive Learning for DETR Pre-training 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 GI-GS: Global Illumination Decomposition on Gaussian Splatting for Inverse Rendering ICLR 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 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 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 SafeConf: A Confidence-Calibrated Safety Self-Evaluation Method for Large Language Models EMNLP 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 DimensionX: Create Any 3D and 4D Scenes from a Single Image with Decoupled Video Diffusion ICCV 2025 Ensembling Diffusion Models via Adaptive Feature Aggregation ICLR 2025 Exponential Topology-enabled Scalable Communication in Multi-agent Reinforcement Learning ICLR 2025 Why Does the Effective Context Length of LLMs Fall Short? ICLR 2025 SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration ICLR 2025 Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models ICLR 2025 Let the Code LLM Edit Itself When You Edit the Code ICLR 2025 AdaWorld: Learning Adaptable World Models with Latent Actions ICML 2025 HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration ICML 2025 C2IQL: Constraint-Conditioned Implicit Q-learning for Safe Offline Reinforcement Learning ICML 2025 FloE: On-the-Fly MoE Inference on Memory-constrained GPU ICML 2025 Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation IJCNLP 2025 A Novel ED Triage Framework Using Conditional Imputation, Multi-Scale Semantic Learning, and Cross-Modal Fusion MICCAI 2025 Graph Neural Network Enhanced Retrieval for Question Answering of Large Language Models NAACL 2025 Neural Graph Map: Dense Mapping with Efficient Loop Closure Integration WACV 2025 $\texttt{ConflictBank}$: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs NIPS 2024 Differentially Private Deep Learning with Importance-based Adaptive Gradient Processing ACML 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 Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability NIPS 2024 Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph NIPS 2024 SD-Eval: A Benchmark Dataset for Spoken Dialogue Understanding Beyond Words NIPS 2024 Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning NIPS 2024 Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding ACL 2024 On the Convergence of an Adaptive Momentum Method for Adversarial Attacks AAAI 2024 Bidirectional Stereo Image Compression with Cross-Dimensional Entropy Model ECCV 2024 TransLoc4D: Transformer-based 4D Radar Place Recognition CVPR 2024 Boosting Neural Representations for Videos with a Conditional Decoder CVPR 2024 Generalized Predictive Model for Autonomous Driving CVPR 2024 Task-Aware Encoder Control for Deep Video Compression CVPR 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 GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting ECCV 2024 Can Large Language Models Understand Spatial Audio? INTERSPEECH 2024 Dual-Pipeline with Low-Rank Adaptation for New Language Integration in Multilingual ASR INTERSPEECH 2024 L-Eval: Instituting Standardized Evaluation for Long Context Language Models ACL 2024 Assembly Fuzzy Representation on Hypergraph for Open-Set 3D Object Retrieval NIPS 2024 Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024 CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training ACL 2023 Graph-Based Self-Learning for Robust Person Re-Identification WACV 2023 Transferable Post-hoc Calibration on Pretrained Transformers in Noisy Text Classification AAAI 2023 LDMIC: Learning-based Distributed Multi-view Image Coding ICLR 2023 Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification ICLR 2023 Sparse Mixture-of-Experts are Domain Generalizable Learners ICLR 2023 MIMT: Masked Image Modeling Transformer for Video Compression ICLR 2023 RLogist: Fast Observation Strategy on Whole-Slide Images with Deep Reinforcement Learning AAAI 2023 CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling ICML 2023 Locate, Refine and Restore: A Progressive Enhancement Network for Camouflaged Object Detection IJCAI 2023 KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023 Text-only Domain Adaptation using Unified Speech-Text Representation in Transducer INTERSPEECH 2023 Language-specific Boundary Learning for Improving Mandarin-English Code-switching Speech Recognition INTERSPEECH 2023 Generalized Relation Modeling for Transformer Tracking CVPR 2023 Bring dialogue-context into RNN-T for streaming ASR INTERSPEECH 2022 BMInf: An Efficient Toolkit for Big Model Inference and Tuning ACL 2022 PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining NIPS 2022 Multi-dataset Training of Transformers for Robust Action Recognition NIPS 2022 Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification CVPR 2022 Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval NIPS 2022 DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing NIPS 2022 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 HMM-Free Encoder Pre-Training for Streaming RNN Transducer INTERSPEECH 2021 Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021 kFolden: k-Fold Ensemble for Out-Of-Distribution Detection EMNLP 2021 Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels AAAI 2021 Exploiting Behavioral Consistence for Universal User Representation AAAI 2021 Learning 3D Shape Feature for Texture-Insensitive Person Re-Identification CVPR 2021 KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple Subgoals EMNLP 2021 Attentional Pyramid Pooling of Salient Visual Residuals for Place Recognition ICCV 2021 Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval With Partial Query ICCV 2021 A Comprehensive Survey on Image Dehazing Based on Deep Learning IJCAI 2021 Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians ECCV 2020 Complete Dictionary Learning via $\ell_p$-norm Maximization UAI 2020 Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020 Zero-shot Text Classification via Reinforced Self-training ACL 2020 GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering ECCV 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