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• Persistent Backdoor Attacks Under Continual Fine-Tuning of LLMs

  Jing Cui, Yufei Han, Jianbin Jiao, Junge Zhang

  30422-30430

  2026-03-14

• When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs’ Toxicity

  Shiyao Cui, Xijia Feng, Yingkang Wang, Junxiao Yang, Zhexin Zhang, Biplab Sikdar, Hongning Wang, Han Qiu, Minlie Huang

  30431-30439

  2026-03-14

• HLPD: Aligning LLMs to Human Language Preference for Machine-Revised Text Detection

  Fangqi Dai, Xingjian Jiang, Zizhuang Deng

  30440-30448

  2026-03-14

• GOMPSNR: Reflourish the Signal-to-Noise Ratio Metric for Audio Generation Tasks

  Lingling Dai, Andong Li, Cheng Chi, Yifan Liang, Xiaodong Li, Chengshi Zheng

  30449-30457

  2026-03-14

• Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning

  Yuqin Dai, Shuo Yang, Guoqing Wang, Yong Deng, Zhanwei Zhang, Jun Yin, Pengyu Zeng, Zhenzhe Ying, Changhua Meng, Can Yi, Yuchen Zhou, Weiqiang Wang, Shuai Lu

  30458-30466

  2026-03-14

• Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement

  Zhenlong Dai, Zhuoluo Zhao, Hengning Wang, Xiu Tang, Sai Wu, Chang Yao, Zhipeng Gao, Jingyuan Chen

  30467-30475

  2026-03-14

• Breaking the Adversarial Robustness-Performance Trade-off in Text Classification via Manifold Purification

  Chenhao Dang, Jing Ma

  30476-30484

  2026-03-14

• Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM

  Cui Danxin, Sihang Jiang, Keyi Wang, Zhiyi Duan, Yanghua Xiao, Bi Yude, Jiaqing Liang, Minggui He, Shimin Tao, Yilun Liu

  30485-30493

  2026-03-14

• CLER: Improving Multimodal Financial Reasoning by Cross-MLLM Error Reflection

  Shuangyan Deng, Zhongsheng Wang, Rui Mao, Ciprian Doru Giurcăneanu, Jiamou Liu

  30494-30502

  2026-03-14

• Guess or Recall? Training CNNs to Classify and Localize Memorization in LLMs

  Jérémie Dentan, Davide Buscaldi, Sonia Vanier

  30503-30511

  2026-03-14

• SkillGen: Learning Domain Skills for In-Context Sequential Decision Making

  Ruomeng Ding, Wei Cheng, Minglai Shao, Chen Zhao

  30512-30520

  2026-03-14

• W2S-AlignTree: Weak-to-Strong Inference-Time Alignment for Large Language Models via Monte Carlo Tree Search

  Zhenyu Ding, Yuhao Wang, Tengyue Xiao, Haoying Wang, Guojun Ma, Mingyang Wan, Caigui Jiang, Ning Ding

  30521-30529

  2026-03-14

• AdaSpec: Adaptive Multilingual Speculative Decoding with Self-Synthesized Language-Aware Training and Vocabulary Simplification

  Dinh-Truong Do, Nguyen-Khang Le, Le-Minh Nguyen

  30530-30538

  2026-03-14

• SACodec: Asymmetric Quantization with Semantic Anchoring for Low-Bitrate High-Fidelity Neural Speech Codecs

  Zhongren Dong, Bin Wang, Jing Han, Haotian Guo, Xiaojun Mo, Yimin Cao, Zixing Zhang

  30539-30547

  2026-03-14

• TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference

  Yulin Dou, Jiangming Liu

  30548-30556

  2026-03-14

• Mnemosyne: Accelerating Multi-Hop Question Answering via Cache Hit Order Fitting

  Haizhou Du, Jiujiu Li, Dongyang Li, Luobin Huang, Lisheng Wang

  30557-30565

  2026-03-14

• Scaling Towards the Information Boundary of Instructions through Data Synthesizing

  Li Du, Hanyu Zhao, Yiming Ju, Tengfei Pan

  30566-30574

  2026-03-14

• CCFQA: A Benchmark for Cross-Lingual and Cross-Modal Speech and Text Factuality Evaluation

  Yexing Du, Kaiyuan Liu, Youcheng Pan, Zheng Chu, Bo Yang, Xiaocheng Feng, Ming Liu, Yang Xiang

  30575-30583

  2026-03-14

• MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents

  Yiming Du, Bingbing Wang, Yang He, Bin Liang, Baojun Wang, Zhongyang Li, Lin Gui, Jeff Z. Pan, Ruifeng Xu, Kam-Fai Wong

  30584-30592

  2026-03-14

• Test-Time Reinforcement Learning for GUI Grounding via Region Consistency

  Yong Du, Yuchen Yan, Fei Tang, Zhengxi Lu, Chang Zong, Weiming Lu, Shengpei Jiang, Yongliang Shen

  30593-30601

  2026-03-14

• Learning to Parse and Reconstruct: Bidirectional Modeling of Question-to-Program Mapping

  Zeying Duan, Youtian Du, Yuanlin Chang, Bowen Lin, Weijia Wu

  30602-30610

  2026-03-14

• HC2-GNN: Hierarchical Graph Representation Learning for Efficient Text Classification

  jiejie fan, Xiaojuan Ban, Zhiyan Zhang, Xi Sun

  30611-30619

  2026-03-14

• TimeBill: Time-Budgeted Inference for Large Language Models

  Qi Fan, An Zou, Yehan Ma

  30620-30628

  2026-03-14

• What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study

  Xiaoran Fan, Zhichao Sun, Yangfan Gao, Jingfei Xiong, Hang Yan, Yifei Cao, Jiajun Sun, Shuo Li, Zhihao Zhang, Zhiheng Xi, Yuhao Zhou, Senjie Jin, Changhao Jiang, Junjie Ye, Ming Zhang, Rui Zheng, Zhenhua Han, Yunke Zhang, Demei Yan, Shaokang Dong, Tao Ji, Tao Gui

  30629-30637

  2026-03-14

• MHA2MLA-VLM: Enabling DeepSeek’s Economical Multi-Head Latent Attention Across Vision-Language Models

  Xiaoran Fan, Zhichao Sun, Tao Ji, Lixing Shen, Tao Gui

  30638-30646

  2026-03-14