Title
Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR Yizhou Peng Hexin Liu Eng Siong Chng AuLLM 32 0 0 08 Jul 2025
PrivTuner with Homomorphic Encryption and LoRA: A P3EFT Scheme for Privacy-Preserving Parameter-Efficient Fine-Tuning of AI Foundation Models Yang Li Wenhan Yu Jun Zhao 83 3 0 08 Jul 2025
A Survey of Large Language Models on Generative Graph Analytics: Query, Learning, and Applications Wenbo Shang Xin Huang 121 9 0 08 Jul 2025
AgentPS: Agentic Process Supervision for Content Moderation with Multimodal LLMs Gorden Liu Yu Sun R.-H. Sun Xin Dong Hongyu Xiong Hongyu Xiong LLMAG 125 1 0 08 Jul 2025
Video-Guided Text-to-Music Generation Using Public Domain Movie Collections Haven Kim Cheng-i Wang Weihan Xu Julian McAuley Hao-Wen Dong VGen 40 0 0 01 Jul 2025
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model Ziyu Yao Xuxin Cheng Zhiqi Huang Lei Li 159 2 0 01 Jul 2025
LW2G: Learning Whether to Grow for Prompt-based Continual Learning Qian Feng Dawei Zhou Hanbin Zhao Chao Zhang Jiahua Dong Dengxin Dai Hui Qian VLM CLL 83 5 0 01 Jul 2025
Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps Jiashun Cheng Aochuan Chen Nuo Chen Ziqi Gao Yuhan Li Jia Li Fugee Tsung 15 0 0 20 Jun 2025
Universal Music Representations? Evaluating Foundation Models on World Music Corpora Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 17 0 0 20 Jun 2025
Monocular One-Shot Metric-Depth Alignment for RGB-Based Robot Grasping Teng Guo Baichuan Huang Jingjin Yu 21 0 0 20 Jun 2025
DistillNote: LLM-based clinical note summaries improve heart failure diagnosis Heloisa Oss Boll Antonio Oss Boll Leticia Puttlitz Boll Ameen Abu-Hanna Iacer Calixto 19 0 0 20 Jun 2025
SocialSim: Towards Socialized Simulation of Emotional Support Conversation Z. Chen Yaru Cao Guanqun Bi Jincenzi Wu Jinfeng Zhou Xiyao Xiao S. Chen H. Wang Minlie Huang 15 0 0 20 Jun 2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG Guanhua Chen Yutong Yao Lidia S. Chao Xuebo Liu Derek F. Wong 15 0 0 19 Jun 2025
Segment Anything for Satellite Imagery: A Strong Baseline and a Regional Dataset for Automatic Field Delineation Carmelo Scribano Elena Govi Paolo Bertellini Simone Parisi Giorgia Franchini Marko Bertogna 16 0 0 19 Jun 2025
Subspace-Boosted Model Merging Ronald Skorobogat Karsten Roth Mariana-Iuliana Georgescu Zeynep Akata MoMe 20 0 0 19 Jun 2025
Weight Factorization and Centralization for Continual Learning in Speech Recognition Enes Yavuz Ugan Ngoc-Quan Pham Alexander Waibel CLL MoMe 20 0 0 19 Jun 2025
Retrospective Memory for Camouflaged Object Detection Chenxi Zhang Jiayun Wu Qing Zhang Yazhe Zhai Youwei Pang 15 0 0 18 Jun 2025
Versatile Symbolic Music-for-Music Modeling via Function Alignment Junyan Jiang Daniel Y. Chin Liwei Lin Xuanjie Liu Gus Xia 27 0 0 18 Jun 2025
Baltimore Atlas: FreqWeaver Adapter for Semi-supervised Ultra-high Spatial Resolution Land Cover Classification Junhao Wu Aboagye-Ntow Stephen Chuyuan Wang Gang Chen Xin Huang 17 0 0 18 Jun 2025
From LLMs to MLLMs to Agents: A Survey of Emerging Paradigms in Jailbreak Attacks and Defenses within LLM Ecosystem Yanxu Mao Tiehan Cui Peipei Liu Datao You Hongsong Zhu AAML 15 0 0 18 Jun 2025
Targeted Lexical Injection: Unlocking Latent Cross-Lingual Alignment in Lugha-Llama via Early-Layer LoRA Fine-Tuning Stanley Ngugi 33 0 0 18 Jun 2025
Nabla-R2D3: Effective and Efficient 3D Diffusion Alignment with 2D Rewards Qingming Liu Zhen Liu Dinghuai Zhang Kui Jia 39 0 0 18 Jun 2025
GenRecal: Generation after Recalibration from Large to Small Vision-Language Models Byung-Kwan Lee Ryo Hachiuma Yong Man Ro Yu-Chun Wang Yueh-Hua Wu VLM 38 0 0 18 Jun 2025
RL-Obfuscation: Can Language Models Learn to Evade Latent-Space Monitors? Rohan Gupta Erik Jenner 27 0 0 17 Jun 2025
Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models Chenchen Yuan Zheyu Zhang Shuo Yang Bardh Prenkaj Gjergji Kasneci 26 0 0 17 Jun 2025
Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent Xueyang Feng Jingsen Zhang Jiakai Tang Wei Li Guohao Cai X. Chen Quanyu Dai Y. Zhu Zhenhua Dong 24 0 0 17 Jun 2025
Efficient Serving of LLM Applications with Probabilistic Demand Modeling Yifei Liu Zuo Gan Zhenghao Gan Weiye Wang Chen Chen ... Xusheng Chen Zhenhua Han Yifei Zhu Shixuan Sun Minyi Guo 15 0 0 17 Jun 2025
Don't throw the baby out with the bathwater: How and why deep learning for ARC Jack Cole Mohamed Osman LRM 38 0 0 17 Jun 2025
Collaborative Editable Model Kaiwen Tang Aitong Wu Yao Lu Guangda Sun KELM 39 0 0 17 Jun 2025
Don't Make It Up: Preserving Ignorance Awareness in LLM Fine-Tuning William F. Shen Xinchi Qiu Nicola Cancedda Nicholas D. Lane CLL 16 0 0 17 Jun 2025
ASMR: Augmenting Life Scenario using Large Generative Models for Robotic Action Reflection Shang-Chi Tsai Seiya Kawano Angel García Contreras Koichiro Yoshino Yun-Nung Chen LM&Ro 22 2 0 16 Jun 2025
Brain Imaging Foundation Models, Are We There Yet? A Systematic Review of Foundation Models for Brain Imaging and Biomedical Research Salah Ghamizi G. Kanli Yu Deng Magali Perquin O. Keunen MedIm AI4CE 25 0 0 16 Jun 2025
Personalizable Long-Context Symbolic Music Infilling with MIDI-RWKV Christian Zhou-Zheng Philippe Pasquier 22 0 0 16 Jun 2025
SuperPlace: The Renaissance of Classical Feature Aggregation for Visual Place Recognition in the Era of Foundation Models Bingxi Liu Pengju Zhang Li He Hao Chen Shiyi Guo Yihong Wu Jinqiang Cui Hong Zhang VLM 17 0 0 16 Jun 2025
Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence Yibo Yang Sihao Liu Chuan Rao Bang An Tiancheng Shen Philip Torr Ming-Hsuan Yang Bernard Ghanem 24 0 0 16 Jun 2025
Few-Shot Learning for Industrial Time Series: A Comparative Analysis Using the Example of Screw-Fastening Process Monitoring X. Tu Haocheng Zhang Tao Chengxu Zuyi Chen AI4TS 17 0 0 16 Jun 2025
Prefix-Tuning+: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention Haonan Wang Brian K Chen Siquan Li Xinhe Liang Hwee Kuan Lee Kenji Kawaguchi Tianyang Hu 23 0 0 16 Jun 2025
UltraZoom: Generating Gigapixel Images from Regular Photos Jingwei Ma V. Jayaram Brian L. Curless Ira Kemelmacher-Shlizerman S. M. Seitz 3DGS 21 0 0 16 Jun 2025
Position: Pause Recycling LoRAs and Prioritize Mechanisms to Uncover Limits and Effectiveness Mei-Yen Chen Thi Thu Uyen Hoang Michael Hahn M. Sarfraz MoMe 19 0 0 16 Jun 2025
Seewo's Submission to MLC-SLM: Lessons learned from Speech Reasoning Language Models Bo Li C. Xu Wufeng Zhang LRM 23 0 0 16 Jun 2025
Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation Yuanyuan Lei Ruihong Huang 30 0 0 15 Jun 2025
PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Meiling Tao Chenghao Zhu Dongyi Ding Tiannan Wang Yuchen Eleanor Jiang Wangchunshu Zhou 24 0 0 15 Jun 2025
Rethinking Hate Speech Detection on Social Media: Can LLMs Replace Traditional Models? Daman Deep Singh Ramanuj Bhattacharjee Abhijnan Chakraborty 23 0 0 15 Jun 2025
LARGO: Low-Rank Regulated Gradient Projection for Robust Parameter Efficient Fine-Tuning Haotian Zhang Liu Liu Baosheng Yu Jiayan Qiu Yanwei Ren Xianglong Liu 21 0 0 14 Jun 2025
MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination Ao Jia Haiming Wu Guohui Yao D. Song Songkun Ji Yazhou Zhang 16 0 0 14 Jun 2025
Bridging the Digital Divide: Small Language Models as a Pathway for Physics and Photonics Education in Underdeveloped Regions Asghar Ghorbani Hanieh Fattahi 16 0 0 14 Jun 2025
TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks Zhou Chen Zhiqiang Wei Yuqi Bai Xue Xiong Jianmin Wu 3DV 12 0 0 14 Jun 2025
Model Merging for Knowledge Editing Zichuan Fu Xian Wu Guojing Li Yingying Zhang Yefeng Zheng Tianshi Ming Y. X. R. Wang Wanyu Wang Xiangyu Zhao KELM MoMe CLL 23 0 0 14 Jun 2025
MEraser: An Effective Fingerprint Erasure Approach for Large Language Models Jingxuan Zhang Zhenhua Xu Rui Hu Wenpeng Xing Xuhong Zhang Meng Han AAML 15 0 0 14 Jun 2025
Improving Factuality for Dialogue Response Generation via Graph-Based Knowledge Augmentation Xiangyan Chen Yujian Gan Matthew Purver HILM 30 0 0 14 Jun 2025