| 2026 | Compartmentalised Agentic Reasoning for Clinical NLI. | Mal Jullien, Andr Freitas, Marco Valentino, Lei Xu |
| 2026 | Dissecting Clinical Reasoning in Natural Language Inference for Large Language Models. | Mal Jullien, Andr Freitas, Marco Valentino, Leonardo Ranaldi |
| 2026 | BnMMLU: Measuring Massive Multitask Language Understanding in Bengali. | Saman Sarker Joy, Swakkhar Shatabda |
| 2026 | FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration. | Dongwon Jo, Jiwon Song, Yulhwa Kim, Jae-Joon Kim |
| 2026 | LinkNav: Surfacing Interconnected Information in Scientific Articles. | Sebastian Antony Joseph, Jennifer Healey, Junyi Jessy Li, Ani Nenkova |
| 2026 | Decide less, communicate more: On the construct validity of end-to-end fact-checking in medicine. | Sebastian Antony Joseph, Lily Chen, Barry Wei, Michael Mackert, Iain James Marshall, Paul Pu Liang, Ramez Kouzy, Byron C. Wallace, Junyi Jessy Li |
| 2026 | Deep Supervised Contrastive Learning of Pitch Contours for Robust Pitch Accent Classification in Seoul Korean. | Hyunjung Joo, GyeongTaek Lee |
| 2026 | LAMP-MedQA: A Lightweight Multi-Agent System for Patient-Oriented Medical Question Answering. | Jack A Johnson, Meghali Banerjee, Joseph Crawford, James Welch, Jim Davies, Tingyan Wang |
| 2026 | GRAPHIA: Harnessing Social Graph Data to Enhance LLM-Based Social Simulation. | Jiarui Ji, Zehua Zhang, Zhewei Wei, Bin Tong, Guan Wang, Bo Zheng |
| 2026 | See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs. | Yicheng Ji, Jun Zhang, Jinpeng Chen, Cong Wang, Lidan Shou, Gang Chen, Huan Li |
| 2026 | FineState-Bench: Benchmarking State-Conditioned Grounding for Fine-grained GUI State Setting. | Fengxian Ji, Jingpu Yang, Zirui Song, Yuanxi Wang, Zhexuan Cui, Yuke Li, Qian Jiang, Xiuying Chen |
| 2026 | ServImage: An Image Generation and Editing Benchmark from Real-world Commercial Imaging Services. | Fengxian Ji, Jingpu Yang, Zirui Song, Lang Gao, Junhong Liang, Zhenhao Chen, Jinghui Zhang, Xiuying Chen |
| 2026 | UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents. | Yifan Ji, Zhipeng Xu, Zhenghao Liu, Zulong Chen, Qian Zhang, Zhibo Yang, Junyang Lin, Yu Gu, Ge Yu, Maosong Sun |
| 2026 | Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization. | Yuxiang Ji, Yong Wang, Ziyu Ma, Yiming Hu, Hailang Huang, Xuecai Hu, Guanhua Chen, Liaoni Wu, Xiangxiang Chu |
| 2026 | Seer Self-Consistency: Advance Budget Estimation for Adaptive Test-Time Scaling. | Shiyu Ji, Yixuan Wang, Yijun Liu, Qingfu Zhu, Wanxiang Che |
| 2026 | VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models. | Huawei Ji, Yuanhao Sun, Yuan Jin, Cheng Deng, Jiaxin Ding, Luoyi Fu, Xinbing Wang |
| 2026 | OCP: Outlier-Centric Probing for Dynamic Structured Pruning of LLMs. | Yang Ji, Ying Sun |
| 2026 | DiningBench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain. | Song Jin, Juntian Zhang, Xun Zhang, Zeying Tian, Fei Jiang, Guojun Yin, Wei Lin, Yong Liu, Rui Yan |
| 2026 | Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do. | Zhuoran Jin, Kejian Zhu, Hongbang Yuan, Yupu Hao, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao |
| 2026 | FinSight: Towards Real-World Financial Deep Research. | Jiajie Jin, Yuyao Zhang, Yimeng Xu, Hongjin Qian, Yutao Zhu, Zhicheng Dou |
| 2026 | PedagogyBench: A Cognitive-Driven Benchmark for Multimodal Instructional Video Understanding. | Xiaokang Jin, Jia Zhu, Jingjiang Liu, Yabing Shi, Jueqi Guan, Hao Chen, Pasquale De Meo |
| 2026 | KnowDR-REC: Auditing Knowledge-Conditioned Visual Grounding in Referring Expression Comprehension. | Guanghao Jin, Jingpei Wu, Tianpei Guo, Yiyi Niu, Weidong Zhou, Linyi Yang, Guoyang Liu |
| 2026 | Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for LLM Safety. | Can Jin, Rui Wu, Tong Che, Qixin Zhang, Hongwu Peng, Jiahui Zhao, Zhenting Wang, Wenqi Wei, Ligong Han, Zhao Zhang, Yuan Cao, Ruixiang Tang, Dimitris N. Metaxas |
| 2026 | Hi-ZFO: Hierarchical Zeroth- and First-Order LLM Fine-Tuning via Importance-Guided Tensor Selection. | Feihu Jin, Ying Tan |
| 2026 | SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression. | Yiqiao Jin, Kartik Sharma, Vineeth Rakesh, Yingtong Dou, Menghai Pan, Mahashweta Das, Srijan Kumar |