Black-Box Continual Learning for Vision-Language Models

Yuting Li, Weihang Fang, Haoyuan Gao +4

Janus: Leveraging Incremental Computation for Efficient DNS Verification

Yao Wang, Kexin Yu, Wenyun Xu +11

CondiQuant: Condition Number Based Low-Bit Quantization for Image Super-Resolution

Kai Liu, Dehui Wang, Zhiteng Li +5

An LS-Decomposition Approach for Robust Data Recovery in Wireless Sensor Networks

Xiao-Yang Liu, Xiaodong Wang, Linghe Kong +2

RepLLM: Toward Automatically Reproducing Network Research Results

Yining Jiang, Yunxin Xu, Wenyun Xu +14

Binarized Diffusion Model for Image Super-Resolution

Zheng Chen, Haotong Qin, Yong Guo +4

Measuring Maximum Activations in Open Large Language Models

Luxuan Chen, Han Tian, Xinran Chen +9

PlanViz: Evaluating Planning-Oriented Image Generation and Editing for Computer-Use Tasks

Junxian Li, Kai Liu, Leyang Chen +7

First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training

Lai Wei, Yuting Li, Chen Wang +4

Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grained Image Quality Assessment

Kai Liu, Ziqing Zhang, Wenbo Li +5

CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting

Jianrong Ding, Zhanyu Liu, Guanjie Zheng +2

Dual Aggregation Transformer for Image Super-Resolution

Zheng Chen, Yulun Zhang, Jinjin Gu +3

GeoFlow: Geo-Aware Modeling of Inter-Area Relationships in Origin-Destination Flow Prediction and Generation

Zherui Huang, Guanjie Zheng, Hao Xue +1

RADAR: A Risk-Aware Dynamic Multi-Agent Framework for LLM Safety Evaluation via Role-Specialized Collaboration

Xiuyuan Chen, Jian Zhao, Yuchen Yuan +8

Pre-trained Graphformer-based Ranking at Web-scale Search (Extended Abstract)

Yuchen Li, Haoyi Xiong, Linghe Kong +4

Hierarchical Integration Diffusion Model for Realistic Image Deblurring

Zheng Chen, Yulun Zhang, Ding Liu +4

Recursive Generalization Transformer for Image Super-Resolution

Zheng Chen, Yulun Zhang, Jinjin Gu +2

BinaryDemoire: Moiré-Aware Binarization for Image Demoiréing

Zheng Chen, Zhi Yang, Xiaoyang Liu +5

Diagnosing and Repairing Distributed Routing Configurations Using Selective Symbolic Simulation

Rulan Yang, Gao Han, Hanyang Shao +9

BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution

Kai Liu, Kaicheng Yang, Zheng Chen +5

Accurate Image Restoration with Attention Retractable Transformer

Jiale Zhang, Yulun Zhang, Jinjin Gu +3

Segment Concealed Objects with Incomplete Supervision

Chunming He, Kai Li, Yachao Zhang +8

Enhanced Continual Learning of Vision-Language Models with Model Fusion

Haoyuan Gao, Zicong Zhang, Yuqi Wei +6

LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design

Rui Kong, Qiyang Li, Xinyu Fang +7

ALPINE: Closed-Loop Adaptive Privacy Budget Allocation for Mobile Edge Crowdsensing

Guanjie Cheng, Siyang Liu, Xinkui Zhao +4

Xformer: Hybrid X-Shaped Transformer for Image Denoising

Jiale Zhang, Yulun Zhang, Jinjin Gu +3

RUN: Reversible Unfolding Network for Concealed Object Segmentation

Chunming He, Rihan Zhang, Fengyang Xiao +7

Pre-trained Molecular Language Models with Random Functional Group Masking

Tianhao Peng, Yuchen Li, Xuhong Li +7

Low-bit Model Quantization for Deep Neural Networks: A Survey

Kai Liu, Qian Zheng, Kaiwen Tao +9

Natural Language based Context Modeling and Reasoning for Ubiquitous Computing with Large Language Models: A Tutorial

Haoyi Xiong, Jiang Bian, Sijia Yang +3

QuantFace: Efficient Quantization for Face Restoration

Jiatong Li, Libo Zhu, Haotong Qin +5

InfVSR: Toward Consistency-Driven Streaming Generative Video Super-Resolution

Ziqing Zhang, Kai Liu, Zheng Chen +5

Task Allocation in Mobile Crowd Sensing: State of the Art and Future Opportunities

Jiangtao Wang, Leye Wang, Yasha Wang +2

ET-Prune: Evidence-Aware Dynamic Budgeting for Visual Token Pruning in Text-Rich MLLMs

Zizhong Ding, Junxian Li, Kai Liu +4

VEQ: Modality-Adaptive Quantization for MoE Vision-Language Models

Guangshuo Qin, Zhiteng Li, Zheng Chen +3

K2: On Optimizing Distributed Transactions in a Multi-region Data Store with TrueTime Clocks (Extended Version)

Haoze Song, Yongqi Wang, Xusheng Chen +5

EndPrompt: Efficient Long-Context Extension via Terminal Anchoring

Han Tian, Luxuan Chen, Xinran Chen +10

Generative Pre-trained Ranking Model with Over-parameterization at Web-Scale (Extended Abstract)

Yuchen Li, Haoyi Xiong, Linghe Kong +4

DVFace: Spatio-Temporal Dual-Prior Diffusion for Video Face Restoration

Zheng Chen, Bowen Chai, Rongjun Gao +7

Cross Aggregation Transformer for Image Restoration

Zheng Chen, Yulun Zhang, Jinjin Gu +3

Pedagogically-Inspired Data Synthesis for Language Model Knowledge Distillation

Bowei He, Yankai Chen, Xiaokun Zhang +4

PANTHER: Generative Pretraining Beyond Language for Sequential User Behavior Modeling

Guilin Li, Yun Zhang, Xiuyuan Chen +6

TGAN: Deep Tensor Generative Adversarial Nets for Large Image Generation

Zihan Ding, Xiao-Yang Liu, Miao Yin +1

CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting

Chaolv Zeng, Zhanyu Liu, Guanjie Zheng +1

SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget

Rui Kong, Yuanchun Li, Qingtian Feng +5

FlexSpec: Frozen Drafts Meet Evolving Targets in Edge-Cloud Collaborative LLM Speculative Decoding

Yuchen Li, Rui Kong, Zhonghao Lyu +11

UmniBench: Unified Understand and Generation Model Oriented Omni-dimensional Benchmark

Kai Liu, Leyang Chen, Wenbo Li +5

Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start

Lai Wei, Yuting Li, Kaipeng Zheng +5

2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution

Kai Liu, Haotong Qin, Yong Guo +4

FreqForcing: Autoregressive Long Video Generation via Spectral Self-Anchoring

Jiatong Li, Leo Liang, Linghe Kong +1

The paper introduces FreqForcing, a training‑free method that uses spectral self‑anchoring to counter low‑frequency energy drift and improve visual stability in autoregressive long…

AdaSVD: Adaptive Singular Value Decomposition for Large Language Models

Zhiteng Li, Mingyuan Xia, Jingyuan Zhang +5

Learning to Generate Vectorized Maps at Intersections with Multiple Roadside Cameras

Quanxin Zheng, Miao Fan, Shengtong Xu +2

Triple Point Masking

Jiaming Liu, Linghe Kong, Yue Wu +5

ARB-LLM: Alternating Refined Binarizations for Large Language Models

Zhiteng Li, Xianglong Yan, Tianao Zhang +7

Improving SAM for Camouflaged Object Detection via Dual Stream Adapters

Jiaming Liu, Linghe Kong, Guihai Chen

DVD-Quant: Data-free Video Diffusion Transformers Quantization

Zhiteng Li, Hanxuan Li, Junyi Wu +6

B2LoRa: Boosting LoRa Transmission for Satellite-IoT Systems with Blind Coherent Combining

Yimin Zhao, Weibo Wang, Xiong Wang +6

CLQ: Cross-Layer Guided Orthogonal-based Quantization for Diffusion Transformers

Kai Liu, Shaoqiu Zhang, Linghe Kong +1

Revisiting Visual Understanding in Multimodal Reasoning through a Lens of Image Perturbation

Yuting Li, Lai Wei, Kaipeng Zheng +6

LSGQuant: Layer-Sensitivity Guided Quantization for One-Step Diffusion Real-World Video Super-Resolution

Tianxing Wu, Zheng Chen, Cirou Xu +5

Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception

Lai Wei, Liangbo He, Jun Lan +9

Toward Reproducing Network Research Results Using Large Language Models

Qiao Xiang, Yuling Lin, Mingjun Fang +6

AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization

Qiyang Li, Rui Kong, Yuchen Li +5

QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation

Junyi Wu, Zhiteng Li, Zheng Hui +3

BinaryHPE: 3D Human Pose and Shape Estimation via Binarization

Zhiteng Li, Yulun Zhang, Jing Lin +5

Fose: Fusion of One-Step Diffusion and End-to-End Network for Pansharpening

Kai Liu, Zeli Lin, Weibo Wang +2

IDER: IDempotent Experience Replay for Reliable Continual Learning

Zhanwang Liu, Yuting Li, Haoyuan Gao +4

Two Design Issues in Cognitive Sub-Small Cell for Sojourners

Xin Jin, Abdelwaheb Marzouki, Djamal Zeghlache +2

ReCalKV: Low-Rank KV Cache Compression via Head Reordering and Offline Calibration

Xianglong Yan, Zhiteng Li, Tianao Zhang +4

OSM+: Billion-Level OpenStreetMap Dataset for City-wide Experiments

Guanjie Zheng, Ziyang Su, Yiheng Wang +6

Image Super-Resolution with Text Prompt Diffusion

Zheng Chen, Yulun Zhang, Jinjin Gu +4