Spatial-spectral Terahertz Networks

Zheng Lin, Lifeng Wang, Bo Tan +1

FluxShard: Motion-Aware Feature Cache Reuse for Collaborative Video Analytics in Mobile Edge Computing

Xiuxian Guan, Zongyuan Zhang, Zheng Lin +8

Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models

Xiyu Liu, Zhengxiao Liu, Naibin Gu +4

NeedleInATable: Exploring Long-Context Capability of Large Language Models towards Long-Structured Tables

Lanrui Wang, Mingyu Zheng, Hongyin Tang +5

Think out Loud: Emotion Deducing Explanation in Dialogues

Jiangnan Li, Zheng Lin, Lanrui Wang +6

Synergistic Integration and Discrepancy Resolution of Contextualized Knowledge for Personalized Recommendation

Lingyu Mu, Hao Deng, Haibo Xing +7

Transformer-Based Multipath Congestion Control: A Decoupled Approach for Wireless Uplinks

Zongyuan Zhang, Tianyang Duan, Liang Wang +9

Advantageous Parameter Expansion Training Makes Better Large Language Models

Naibin Gu, Yilong Chen, Zhenyu Zhang +7

COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models

Bowen Shen, Zheng Lin, Yuanxin Liu +3

Constructing 4D Radio Map in LEO Satellite Networks with Limited Samples

Haoxuan Yuan, Zhe Chen, Zheng Lin +6

Split Learning in 6G Edge Networks

Zheng Lin, Guanqiao Qu, Xianhao Chen +1

Can LoRA Fusion Support Cross-Domain Tasks in Cloud-Edge Collaboration?

Yatong Wang, Fali Wang, Naibin Gu +6

A Closer Look into LLMs for Table Understanding

Jia Wang, Chuanyu Qin, Mingyu Zheng +3

Keyphrase Prediction With Pre-trained Language Model

Rui Liu, Zheng Lin, Weiping Wang

LEED: A Highly Efficient and Scalable LLM-Empowered Expert Demonstrations Framework for Multi-Agent Reinforcement Learning

Tianyang Duan, Zongyuan Zhang, Songxiao Guo +7

Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models

Naibin Gu, Peng Fu, Xiyu Liu +3

Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models

Zihan Fang, Zheng Lin, Zhe Chen +3

A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models

Yuanxin Liu, Fandong Meng, Zheng Lin +5

A Factuality and Diversity Reconciled Decoding Method for Knowledge-Grounded Dialogue Generation

Chenxu Yang, Zheng Lin, Chong Tian +6

PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization

Yidan Wang, Yanan Cao, Yubing Ren +3

Compressing And Debiasing Vision-Language Pre-Trained Models for Visual Question Answering

Qingyi Si, Yuanxin Liu, Zheng Lin +2

Rethinking Adversarial Attacks in Reinforcement Learning from Policy Distribution Perspective

Tianyang Duan, Zongyuan Zhang, Zheng Lin +7

TIGA: Trajectory-Injected Generative Attack against Black-box AIGC Detectors

Xia Du, Zhuosen Bao, Zheng Lin +6

System 1&2 Synergy via Dynamic Model Interpolation

Chenxu Yang, Qingyi Si, Chong Tian +6

Orthogonal Finetuning for Direct Preference Optimization

Chenxu Yang, Ruipeng Jia, Naibin Gu +7

AutoPrompt: Automated Red-Teaming of Text-to-Image Models via LLM-Driven Adversarial Prompts

Yufan Liu, Wanqian Zhang, Huashan Chen +4

SL-ACC: A Communication-Efficient Split Learning Framework with Adaptive Channel-wise Compression

Zehang Lin, Zheng Lin, Miao Yang +7

Towards Flexible Evaluation for Generative Visual Question Answering

Huishan Ji, Qingyi Si, Zheng Lin +1

Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate

Zheng Lin, Zhenxing Niu, Zhibin Wang +1

Re-thinking Co-Salient Object Detection

Deng-Ping Fan, Tengpeng Li, Zheng Lin +5

SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing

Haoxuan Yuan, Zhe Chen, Zheng Lin +5

Co-Salient Object Detection with Co-Representation Purification

Ziyue Zhu, Zhao Zhang, Zheng Lin +2

Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization

Ruipeng Jia, Xingxing Zhang, Yanan Cao +3

GAPSL: A Gradient-Aligned Parallel Split Learning over Data-Heterogeneous Edge Computing Systems

Zheng Lin, Ons Aouedi, Zihan Fang +4

Exploiting Adaptive Channel Pruning for Communication-Efficient Split Learning

Jialei Tan, Zheng Lin, Xiangming Cai +4

HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models

Zheng Lin, Yuxin Zhang, Zhe Chen +6

Near-Future Policy Optimization

Chuanyu Qin, Chenxu Yang, Qingyi Si +6

Dynamic Early Exit in Reasoning Models

Chenxu Yang, Qingyi Si, Yongjie Duan +6

Referring Camouflaged Object Detection

Xuying Zhang, Bowen Yin, Zheng Lin +3

Hybrid Mamba-Attention Neural Architecture for Channel Estimation

Dianxin Luan, Chengsi Liang, Jie Huang +4

A Diffusion-Based Framework for Occluded Object Movement

Zheng-Peng Duan, Jiawei Zhang, Siyu Liu +5

Are Large Language Models Table-based Fact-Checkers?

Hanwen Zhang, Qingyi Si, Peng Fu +2

Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking

Qingyue Wang, Liang Ding, Yanan Cao +5

Multimodal Table Understanding

Mingyu Zheng, Xinwei Feng, Qingyi Si +4

Defensive Adversarial CAPTCHA: A Semantics-Driven Framework for Natural Adversarial Example Generation

Xia Du, Xiaoyuan Liu, Jizhe Zhou +7

TableDreamer: Progressive and Weakness-guided Data Synthesis from Scratch for Table Instruction Tuning

Mingyu Zheng, Zhifan Feng, Jia Wang +4

KAT-Coder Technical Report

Zizheng Zhan, Ken Deng, Jinghui Wang +37

Hallucinations Leave a Grounding Signature:Verifier-Guided Decoding for Selective Object Correction

Lei Yang, Xinze Liu, Dayan Wu +7

The paper introduces a method to detect and correct hallucinated objects in large vision‑language models by identifying a hidden grounding pattern and using a lightweight verifier…

Aggregation Alignment for Federated Learning with Mixture-of-Experts under Data Heterogeneity

Zihan Fang, Qianru Wang, Haonan An +4

SigChord: Sniffing Wide Non-sparse Multiband Signals for Terrestrial and Non-terrestrial Wireless Networks

Jinbo Peng, Junwen Duan, Zheng Lin +3

Synthetic-to-Real Camouflaged Object Detection

Zhihao Luo, Luojun Lin, Zheng Lin

MERIT: Multimodal Wearable Vital Sign Waveform Monitoring

Yongyang Tang, Zhe Chen, Ang Li +6

LWGR: Lagrangian-Constrained Personalized World Knowledge for Generative Recommendation

Lingyu Mu, Hao Deng, Haibo Xing +7

Weights-Rotated Preference Optimization for Large Language Models

Chenxu Yang, Ruipeng Jia, Mingyu Zheng +6

Co-Evolving Policy Distillation

Naibin Gu, Chenxu Yang, Qingyi Si +7

FedAC: An Adaptive Clustered Federated Learning Framework for Heterogeneous Data

Yuxin Zhang, Haoyu Chen, Zheng Lin +2

SIDeR: Semantic Identity Decoupling for Unrestricted Face Privacy

Zhuosen Bao, Xia Du, Zheng Lin +8

LEO Satellite Networks Assisted Geo-distributed Data Processing

Zhiyuan Zhao, Zhe Chen, Zheng Lin +4

AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks

Zheng Lin, Guanqiao Qu, Wei Wei +2

Towards Aligned Data Forgetting via Twin Machine Unlearning

Zhenxing Niu, Haoxuan Ji, Yuyao Sun +4

Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA

Qingyi Si, Fandong Meng, Mingyu Zheng +6

Interactive Style Transfer: All is Your Palette

Zheng Lin, Zhao Zhang, Kang-Rui Zhang +2

Query-focused and Memory-aware Reranker for Long Context Processing

Yuqing Li, Jiangnan Li, Mo Yu +5

Minimize Quantization Output Error with Bias Compensation

Cheng Gong, Haoshuai Zheng, Mengting Hu +4

IO-RAE: Information-Obfuscation Reversible Adversarial Example for Audio Privacy Protection

Jiajie Zhu, Xia Du, Xiaoyuan Liu +4

Disrupting Diffusion: Token-Level Attention Erasure Attack against Diffusion-based Customization

Yisu Liu, Jinyang An, Wanqian Zhang +4

IFViT: Interpretable Fixed-Length Representation for Fingerprint Matching via Vision Transformer

Yuhang Qiu, Honghui Chen, Xingbo Dong +4

KAT-V1: Kwai-AutoThink Technical Report

Zizheng Zhan, Ken Deng, Huaixi Tang +27

From Assistant to Double Agent: Formalizing and Benchmarking Attacks on OpenClaw for Personalized Local AI Agent

Yuhang Wang, Feiming Xu, Zheng Lin +6

Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection

Lanrui Wang, Jiangnan Li, Zheng Lin +4

A Hierarchical Transformer with Speaker Modeling for Emotion Recognition in Conversation

Jiangnan Li, Zheng Lin, Peng Fu +2

Online Self-Calibration Against Hallucination in Vision-Language Models

Minghui Chen, Chenxu Yang, Hengjie Zhu +3

Physically-Induced Atmospheric Adversarial Perturbations: Enhancing Transferability and Robustness in Remote Sensing Image Classification

Weiwei Zhuang, Wangze Xie, Qi Zhang +9

HFedMoE: Resource-aware Heterogeneous Federated Learning with Mixture-of-Experts

Zihan Fang, Zheng Lin, Senkang Hu +5

Self-Distilled RLVR

Chenxu Yang, Chuanyu Qin, Qingyi Si +7

Efficient LLM-Jailbreaking via Multimodal-LLM Jailbreak

Haoxuan Ji, Zheng Lin, Zhenxing Niu +2

HASFL: Heterogeneity-aware Split Federated Learning over Edge Computing Systems

Zheng Lin, Zhe Chen, Xianhao Chen +2

An Empirical Study of ChatGPT-Related Projects and Their Issues on GitHub

Zheng Lin, Neng Zhang, Chao Liu +1

Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

Guanqiao Qu, Qiyuan Chen, Wei Wei +3

What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness

Yusheng He, Jizhe Zhou, Xia Du +3

Beyond Post-Quantization: Native Hash Learning with a Dedicated HASH Token

Xinze Liu, Ding Wang, Hengjie Zhu +4

Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding

Yuqing Li, Jiangnan Li, Zheng Lin +5

Salami Attack: Stealthy Collusive Memory Poisoning against OpenClaw

Zheng Lin, Yuzhe Huang, Zhenxing Niu +2

Elastic MoE: Unlocking the Inference-Time Scalability of Mixture-of-Experts

Naibin Gu, Zhenyu Zhang, Yuchen Feng +8

VecInfer: Efficient LLM Inference with Low-Bit KV Cache via Outlier-Suppressed Vector Quantization

Dingyu Yao, Chenxu Yang, Zhengyang Tong +4

Future Validity is the Missing Statistic: From Impossibility to $Φ$-Estimation for Grammar-Faithful Speculative Decoding

Wenhua Nie, Zijie Meng, Kun Zou +5

Gradient Starvation in Binary-Reward GRPO: Why Group-Mean Centering Fails and Why the Simplest Fix Works

Wenhua Nie, Jianan Wu, Junlin Liu +6

TeMO: Towards Text-Driven 3D Stylization for Multi-Object Meshes

Xuying Zhang, Bo-Wen Yin, Yuming Chen +4

Large Language Model Enhanced Differentiable Trajectory Planning for IoT-Enabled Autonomous Driving

Shihao Zhang, Jing Yang, Ziyu Song +7

Intra-DP: A High Performance Collaborative Inference System for Mobile Edge Computing

Zekai Sun, Xiuxian Guan, Zheng Lin +8

RefCut: Interactive Segmentation with Reference Guidance

Zheng Lin, Nan Zhou, Chen-Xi Du +2

RRTO: A High-Performance Transparent Offloading System for Model Inference in Mobile Edge Computing

Zekai Sun, Xiuxian Guan, Zheng Lin +8

LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data

Yuxin Zhang, Haoyu Chen, Zheng Lin +2

Sums: Sniffing Unknown Multiband Signals under Low Sampling Rates

Jinbo Peng, Zhe Chen, Zheng Lin +7

PRISM: Privacy-Aware Routing for Adaptive Cloud-Edge LLM Inference via Semantic Sketch Collaboration

Junfei Zhan, Haoxun Shen, Zheng Lin +1

BeamLoRA: Beam-Constraint Low-Rank Adaptation

Naibin Gu, Zhenyu Zhang, Xiyu Liu +7

DP-TRAE: A Dual-Phase Merging Transferable Reversible Adversarial Example for Image Privacy Protection

Xia Du, Jiajie Zhu, Jizhe Zhou +5

FedSN: A Federated Learning Framework over Heterogeneous LEO Satellite Networks

Zheng Lin, Zhe Chen, Zihan Fang +3

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding

Yuchen Feng, Zhenyu Zhang, Naibin Gu +8

IC3M: In-Car Multimodal Multi-object Monitoring for Abnormal Status of Both Driver and Passengers

Zihan Fang, Zheng Lin, Senkang Hu +4