Towards Mitigating Hallucinations in Large Vision-Language Models by Refining Textual Embeddings
In Findings, The 64th Annual Meeting of the Association for Computational Linguistics (ACL), 2026, 2026
Aakriti Agrawal and Gouthaman KV and Rohith Aralikatti and Gauri Jagatap and Jiaxin Yuan and Sarvesh Baskar and Vijay Kamarshi and Andrea Fanelli and Furong Huang
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Aakriti Agrawal and Gouthaman KV and Rohith Aralikatti and Gauri Jagatap and Jiaxin Yuan and Sarvesh Baskar and Vijay Kamarshi and Andrea Fanelli and Furong Huang
EnsemW2S: Enhancing Weak-to-Strong Generalization with Large Language Model Ensembles
In Findings, The 64th Annual Meeting of the Association for Computational Linguistics (ACL), 2026, 2026
Aakriti Agrawal and Mucong Ding and Chenghao Deng and Zora Che and Anirudh Satheesh and Arjun Rajaram and Bang An and C. Bayan Bruss and John Langford and Furong Huang
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Aakriti Agrawal and Mucong Ding and Chenghao Deng and Zora Che and Anirudh Satheesh and Arjun Rajaram and Bang An and C. Bayan Bruss and John Langford and Furong Huang
EnsemW2S: Can an Ensemble of LLMs be Leveraged to Obtain a Stronger LLM?
In Safe Generative AI Workshop, NeurIPS 2024, 2024
Aakriti Agrawal and Mucong Ding and Zora Che and Chenghao Deng and Anirudh Satheesh and John Langford and Furong Huang
Aakriti Agrawal and Mucong Ding and Zora Che and Chenghao Deng and Anirudh Satheesh and John Langford and Furong Huang
TraceGen: World Modeling in 3D Trace Space Enables Learning from Cross-Embodiment Videos
In Conference on Computer Vision and Pattern Recognition (CVPR), 2026, 2026
Seungjae Lee and Yoonkyo Jung and Inkook Chun and Yao-Chih Lee and Zikui Cai and Hongjia Huang and Aayush Talreja and Tan Dat Dao and Yongyuan Liang and Jia-Bin Huang and Furong Huang
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Seungjae Lee and Yoonkyo Jung and Inkook Chun and Yao-Chih Lee and Zikui Cai and Hongjia Huang and Aayush Talreja and Tan Dat Dao and Yongyuan Liang and Jia-Bin Huang and Furong Huang
MomaGraph: State-Aware Unified Scene Graphs with Vision-Language Model for Embodied Task Planning
In The Fourteenth International Conference on Learning Representations (ICLR), Oral, 2026, 2026
Yuanchen Ju and Yongyuan Liang and Yen-Jen Wang and Nandiraju Gireesh and Yuanliang Ju and Seungjae Lee and Qiao Gu and Elvis Hsieh and Furong Huang and Koushil Sreenath
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Yuanchen Ju and Yongyuan Liang and Yen-Jen Wang and Nandiraju Gireesh and Yuanliang Ju and Seungjae Lee and Qiao Gu and Elvis Hsieh and Furong Huang and Koushil Sreenath
ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation
In The Fourteenth International Conference on Learning Representations (ICLR), 2026, 2026
Yongyuan Liang and Wei Chow and Feng Li and Ziqiao Ma and Xiyao Wang and Jiageng Mao and Jiuhai Chen and Jiatao Gu and Yue Wang and Furong Huang
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Yongyuan Liang and Wei Chow and Feng Li and Ziqiao Ma and Xiyao Wang and Jiageng Mao and Jiuhai Chen and Jiatao Gu and Yue Wang and Furong Huang
PropensityBench: Evaluating Latent Safety Risks in Large Language Models via an Agentic Approach
In The Fourteenth International Conference on Learning Representations (ICLR), 2026, 2026
Udari Madhushani Sehwag and Shayan Shabihi and Alex McAvoy and Vikash Sehwag and Yuancheng Xu and Dalton Towers and Furong Huang
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Udari Madhushani Sehwag and Shayan Shabihi and Alex McAvoy and Vikash Sehwag and Yuancheng Xu and Dalton Towers and Furong Huang
Zebra-CoT: A Dataset for Interleaved Vision-Language Reasoning
In The Fourteenth International Conference on Learning Representations (ICLR), 2026, 2026
Ang Li and Charles L. Wang and Deqing Fu and Kaiyu Yue and Zikui Cai and Wang Bill Zhu and Ollie Liu and Peng Guo and Willie Neiswanger and Furong Huang and Tom Goldstein and Micah Goldblum
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Ang Li and Charles L. Wang and Deqing Fu and Kaiyu Yue and Zikui Cai and Wang Bill Zhu and Ollie Liu and Peng Guo and Willie Neiswanger and Furong Huang and Tom Goldstein and Micah Goldblum
TrustGen: A Platform of Dynamic Benchmarking on the Trustworthiness of Generative Foundation Models
In The Fourteenth International Conference on Learning Representations (ICLR), 2026, 2026
Yue Huang and Chujie Gao and Siyuan Wu and Haoran Wang and Xiangqi Wang and Jiayi Ye and Yujun Zhou and Yanbo Wang and Jiawen Shi and Qihui Zhang and Han Bao and Zhaoyi Liu and Yuan Li and Tianrui Guan and Peiran Wang and Haomin Zhuang and Dongping Chen and Kehan Guo and y Zou and Bryan Hooi and Caiming Xiong and Elias Stengel-Eskin and Hongyang Zhang and Hongzhi Yin and Huan Zhang and Huaxiu Yao and Jieyu Zhang and Jaehong Yoon and Kai Shu and Ranjay Krishna and Swabha Swayamdipta and Weijia Shi and Xiang Li and Yuexing Hao and Zhihao Jia and Zhize Li and Xiuying Chen and Zhengzhong Tu and Xiyang Hu and Tianyi Zhou and Jieyu Zhao and Lichao Sun and Furong Huang and Or Cohen-Sasson and Prasanna Sattigeri and Anka Reuel and Max Lamparth and Yue Zhao and Nouha Dziri and Yu Su and Huan Sun and Heng Ji and Chaowei Xiao and Mohit Bansal and Nitesh V Chawla and Jian Pei and Jianfeng Gao and Michael Backes and Philip S. Yu and Neil Zhenqiang Gong and Pin-Yu Chen and Bo Li and Dawn Song and Xiangliang Zhang
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Yue Huang and Chujie Gao and Siyuan Wu and Haoran Wang and Xiangqi Wang and Jiayi Ye and Yujun Zhou and Yanbo Wang and Jiawen Shi and Qihui Zhang and Han Bao and Zhaoyi Liu and Yuan Li and Tianrui Guan and Peiran Wang and Haomin Zhuang and Dongping Chen and Kehan Guo and y Zou and Bryan Hooi and Caiming Xiong and Elias Stengel-Eskin and Hongyang Zhang and Hongzhi Yin and Huan Zhang and Huaxiu Yao and Jieyu Zhang and Jaehong Yoon and Kai Shu and Ranjay Krishna and Swabha Swayamdipta and Weijia Shi and Xiang Li and Yuexing Hao and Zhihao Jia and Zhize Li and Xiuying Chen and Zhengzhong Tu and Xiyang Hu and Tianyi Zhou and Jieyu Zhao and Lichao Sun and Furong Huang and Or Cohen-Sasson and Prasanna Sattigeri and Anka Reuel and Max Lamparth and Yue Zhao and Nouha Dziri and Yu Su and Huan Sun and Heng Ji and Chaowei Xiao and Mohit Bansal and Nitesh V Chawla and Jian Pei and Jianfeng Gao and Michael Backes and Philip S. Yu and Neil Zhenqiang Gong and Pin-Yu Chen and Bo Li and Dawn Song and Xiangliang Zhang
AdvBDGen: A Robust Framework for Generating Adaptive and Stealthy Backdoors in LLM Alignment Attacks
In AAAI 2026 AI Alignment Track (AAAI), Oral, 2026, 2026
Pankayaraj Pathmanathan and Udari Madhushani Sehwag and Michael-Andrei Panaitescu-Liess and Cho-Yu Jason Chiang and Furong Huang
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Pankayaraj Pathmanathan and Udari Madhushani Sehwag and Michael-Andrei Panaitescu-Liess and Cho-Yu Jason Chiang and Furong Huang