PPaperPicks

Mohit Bansal

89 papers at tracked venues · 60 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ICLR ×18ACL ×17EMNLP ×14NAACL ×8NeurIPS ×7CVPR ×6ICCV ×4ICML ×4EACL ×3WACV ×3AAAI ×2ACM MM ×2ECCV ×1

Frequent coauthors

Elias Stengel-Eskin
×27
Jaehong Yoon
×17
Jaemin Cho
×13
Archiki Prasad
×12
Shoubin Yu
×12
Justin Chih-Yao Chen
×9
David Wan
×7
Gedas Bertasius
×7
Huaxiu Yao
×7
Ziyang Wang
×6
Jialu Li
×5
Tianlong Chen
×5

Papers

  1. DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning
    EACL 2026 ·
    Nithin Sivakumaran
    ,
    Justin Chih-Yao Chen
    ,
    David Wan
    ,
    Yue Zhang
    ,
    Jaehong Yoon
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  2. DreamRunner: Fine-Grained Compositional Story-to-Video Generation with Retrieval-Augmented Motion Adaptation
    AAAI 2026 ·
    Zun Wang
    ,
    Jialu Li
    ,
    Han Lin
    ,
    Jaehong Yoon
    , Mohit Bansal
  3. GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs
    ACL 2026 ·
    Duy Nguyen
    ,
    Archiki Prasad
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  4. Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact
    EACL 2026 ·
    Hyunji Lee
    ,
    Seunghyun Yoon
    ,
    Yunjae Won
    ,
    Hanseok Oh
    ,
    Geewook Kim
    ,
    Trung Bui
    ,
    Franck Dernoncourt
    ,
    Elias Stengel-Eskin
    , Mohit Bansal,
    Minjoon Seo
  5. PRInTS: Reward Modeling for Long-Horizon Information Seeking
    ACL 2026 ·
    Jaewoo Lee
    ,
    Archiki Prasad
    ,
    Justin Chih-Yao Chen
    ,
    Zaid Khan
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  6. PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise
    ACL 2026 ·
    Sapir Harary
    ,
    Eran Hirsch
    ,
    Aviv Slobodkin
    ,
    David Wan
    , Mohit Bansal,
    Ido Dagan
  7. RotBench: Evaluating Multi-modal Large Language Models on Identifying Image Rotation
    EACL 2026 ·
    Tianyi Niu
    ,
    Jaemin Cho
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  8. Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection
    ACL 2026 ·
    Tianyi Niu
    ,
    Justin Chih-Yao Chen
    ,
    Genta Indra Winata
    ,
    Shi-Xiong Zhang
    ,
    Supriyo Chakraborty
    ,
    Sambit Sahu
    ,
    Yue Zhang
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  9. Self-Correcting Text-to-Video Generation with Misalignment Detection and Localized Refinement
    ACL 2026 ·
    Daeun Lee
    ,
    Jaehong Yoon
    ,
    Jaemin Cho
    , Mohit Bansal
  10. Stabilizing Efficient Reasoning with Step-Level Advantage Selection
    ACL 2026 ·
    Han Wang
    ,
    Xiaodong Yu
    ,
    Jialian Wu
    ,
    Jiang Liu
    ,
    Ximeng Sun
    , Mohit Bansal,
    Zicheng Liu
  11. TimeRefine: Temporal Grounding with Time Refining Video LLM
    WACV 2026 ·
    Xizi Wang
    ,
    Feng Cheng
    ,
    Ziyang Wang
    ,
    Huiyu Wang
    ,
    Md Mohaiminul Islam
    ,
    Lorenzo Torresani
    , Mohit Bansal,
    Gedas Bertasius
    ,
    David Crandall
  12. 4D-LRM: Large Space-Time Reconstruction Model From and To Any View at Any Time
    NeurIPS 2025 ·
    Ziqiao Ma
    ,
    Xuweiyi Chen
    ,
    Shoubin Yu
    ,
    Sai Bi
    ,
    Kai Zhang
    ,
    Ziwen Chen
    ,
    Sihan Xu
    ,
    Jianing Yang
    ,
    Zexiang Xu
    ,
    Kalyan Sunkavalli
    , Mohit Bansal,
    Joyce Chai
    ,
    Hao Tan
  13. AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge
    NAACL 2025 ·
    Han Wang
    ,
    Archiki Prasad
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  14. Adapt-∞: Scalable Continual Multimodal Instruction Tuning via Dynamic Data Selection
    ICLR 2025 ·
    Adyasha Maharana
    ,
    Jaehong Yoon
    ,
    Tianlong Chen
    , Mohit Bansal
  15. Anyprefer: An Agentic Framework for Preference Data Synthesis
    ICLR 2025 ·
    Yiyang Zhou
    ,
    Zhaoyang Wang
    ,
    Tianle Wang
    ,
    Shangyu Xing
    ,
    Peng Xia
    ,
    Bo Li
    ,
    Kaiyuan Zheng
    ,
    Zijian Zhang
    ,
    Zhaorun Chen
    ,
    Wenhao Zheng
    ,
    Xuchao Zhang
    ,
    Chetan Bansal
    ,
    Weitong Zhang
    ,
    Ying Wei
    , Mohit Bansal,
    Huaxiu Yao
  16. Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents
    NeurIPS 2025 ·
    Han Lin
    ,
    Jaemin Cho
    ,
    Amir Zadeh
    ,
    Chuan Li
    , Mohit Bansal
  17. Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel
    ICLR 2025 ·
    Zun Wang
    ,
    Jialu Li
    ,
    Yicong Hong
    ,
    Songze Li
    ,
    Kunchang Li
    ,
    Shoubin Yu
    ,
    Yi Wang
    ,
    Yu Qiao
    ,
    Yali Wang
    , Mohit Bansal,
    Limin Wang
  18. CAPTURe: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting
    ICCV 2025 ·
    Atin Pothiraj
    ,
    Elias Stengel-Eskin
    ,
    Jaemin Cho
    , Mohit Bansal
  19. CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
    ICLR 2025 ·
    Shoubin Yu
    ,
    Jaehong Yoon
    , Mohit Bansal
  20. Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model
    ICLR 2025 ·
    Han Lin
    ,
    Jaemin Cho
    ,
    Abhay Zala
    , Mohit Bansal
  21. Dam: Dynamic Adapter Merging for Continual Video QA Learning
    WACV 2025 ·
    Feng Cheng
    ,
    Ziyang Wang
    ,
    Yi-Lin Sung
    ,
    Yan-Bo Lin
    , Mohit Bansal,
    Gedas Bertasius
  22. DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback
    ICLR 2025 ·
    Zaid Khan
    ,
    Elias Stengel-Eskin
    ,
    Jaemin Cho
    , Mohit Bansal
  23. FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline
    EMNLP 2025 ·
    Parker Seegmiller
    ,
    Kartik Mehta
    ,
    Soumya Saha
    ,
    Chenyang Tao
    ,
    Shereen Oraby
    ,
    Arpit Gupta
    ,
    Tagyoung Chung
    , Mohit Bansal,
    Nanyun Peng
  24. Glider: Global and Local Instruction-Driven Expert Router
    EMNLP 2025 ·
    Pingzhi Li
    ,
    Prateek Yadav
    ,
    Jaehong Yoon
    ,
    Jie Peng
    ,
    Yi-Lin Sung
    , Mohit Bansal,
    Tianlong Chen
  25. Improving Faithfulness of Text-to-Image Diffusion Models through Inference Intervention
    WACV 2025 ·
    Danfeng Guo
    ,
    Sanchit Agarwal
    ,
    Yu-Hsiang Lin
    ,
    Jiun-Yu Kao
    ,
    Tagyoung Chung
    ,
    Nanyun Peng
    , Mohit Bansal
  26. LAQuer: Localized Attribution Queries in Content-grounded Generation
    ACL 2025 ·
    Eran Hirsch
    ,
    Aviv Slobodkin
    ,
    David Wan
    ,
    Elias Stengel-Eskin
    , Mohit Bansal,
    Ido Dagan
  27. LASeR: Learning to Adaptively Select Reward Models with Multi-Arm Bandits
    NeurIPS 2025 ·
    Duy Nguyen
    ,
    Archiki Prasad
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  28. Language Models Identify Ambiguities and Exploit Loopholes
    EMNLP 2025 ·
    Jio Choi
    , Mohit Bansal,
    Elias Stengel-Eskin
  29. M3DocVQA: Multi-Modal Multi-Page Multi-Document Understanding
    ICCV 2025 ·
    Jaemin Cho
    ,
    Debanjan Mahata
    ,
    Ozan Irsoy
    ,
    Yujie He
    , Mohit Bansal
  30. MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration
    NAACL 2025 ·
    David Wan
    ,
    Justin Chih-Yao Chen
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  31. MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning
    EMNLP 2025 ·
    Justin Chih-Yao Chen
    ,
    Archiki Prasad
    ,
    Swarnadeep Saha
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  32. MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation
    EMNLP 2025 ·
    Shoubin Yu
    ,
    Yue Zhang
    ,
    Ziyang Wang
    ,
    Jaehong Yoon
    , Mohit Bansal
  33. Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level
    CVPR 2025 ·
    Andong Deng
    ,
    Tongjia Chen
    ,
    Shoubin Yu
    ,
    Taojiannan Yang
    ,
    Lincoln Spencer
    ,
    Yapeng Tian
    ,
    Ajmal Saeed Mian
    , Mohit Bansal,
    Chen Chen
  34. Multi-Attribute Steering of Language Models via Targeted Intervention
    ACL 2025 ·
    Duy Nguyen
    ,
    Archiki Prasad
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  35. On Positional Bias of Faithfulness for Long-form Summarization
    NAACL 2025 ·
    David Wan
    ,
    Jesse Vig
    , Mohit Bansal,
    Shafiq Joty
  36. RACCooN: Versatile Instructional Video Editing with Auto-Generated Narratives
    EMNLP 2025 ·
    Jaehong Yoon
    ,
    Shoubin Yu
    , Mohit Bansal
  37. ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding
    NeurIPS 2025 ·
    Yiyang Zhou
    ,
    Yangfan He
    ,
    Yaofeng Su
    ,
    Siwei Han
    ,
    Joel Jang
    ,
    Gedas Bertasius
    , Mohit Bansal,
    Huaxiu Yao
  38. Reverse Thinking Makes LLMs Stronger Reasoners
    NAACL 2025 ·
    Justin Chih-Yao Chen
    ,
    Zifeng Wang
    ,
    Hamid Palangi
    ,
    Rujun Han
    ,
    Sayna Ebrahimi
    ,
    Long T. Le
    ,
    Vincent Perot
    ,
    Swaroop Mishra
    , Mohit Bansal,
    Chen-Yu Lee
    ,
    Tomas Pfister
  39. SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation
    ICLR 2025 ·
    Jaehong Yoon
    ,
    Shoubin Yu
    ,
    Vaidehi Patil
    ,
    Huaxiu Yao
    , Mohit Bansal
  40. SAME: Learning Generic Language-Guided Visual Navigation with State-Adaptive Mixture of Experts
    ICCV 2025 ·
    Gengze Zhou
    ,
    Yicong Hong
    ,
    Zun Wang
    ,
    Chongyang Zhao
    , Mohit Bansal,
    Qi Wu
  41. See It from My Perspective: How Language Affects Cultural Bias in Image Understanding
    ICLR 2025 ·
    Amith Ananthram
    ,
    Elias Stengel-Eskin
    , Mohit Bansal,
    Kathleen McKeown
  42. Self-Consistency Preference Optimization
    ICML 2025 ·
    Archiki Prasad
    ,
    Weizhe Yuan
    ,
    Richard Yuanzhe Pang
    ,
    Jing Xu
    ,
    Maryam Fazel-Zarandi
    , Mohit Bansal,
    Sainbayar Sukhbaatar
    ,
    Jason E. Weston
    ,
    Jane Yu
  43. System 1.x: Learning to Balance Fast and Slow Planning with Language Models
    ICLR 2025 ·
    Swarnadeep Saha
    ,
    Archiki Prasad
    ,
    Justin Chih-Yao Chen
    ,
    Peter Hase
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  44. Teaching Models to Balance Resisting and Accepting Persuasion
    NAACL 2025 ·
    Elias Stengel-Eskin
    ,
    Peter Hase
    , Mohit Bansal
  45. Unbounded: A Generative Infinite Game of Character Life Simulation
    ICLR 2025 ·
    Jialu Li
    ,
    Yuanzhen Li
    ,
    Neal Wadhwa
    ,
    Yael Pritch
    ,
    David E. Jacobs
    ,
    Michael Rubinstein
    , Mohit Bansal,
    Nataniel Ruiz
  46. VEDIT: Latent Prediction Architecture For Procedural Video Representation Learning
    ICLR 2025 ·
    Han Lin
    ,
    Tushar Nagarajan
    ,
    Nicolas Ballas
    ,
    Mido Assran
    ,
    Mojtaba Komeili
    , Mohit Bansal,
    Koustuv Sinha
  47. VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation
    ICCV 2025 ·
    Shoubin Yu
    ,
    Difan Liu
    ,
    Ziqiao Ma
    ,
    Yicong Hong
    ,
    Yang Zhou
    ,
    Hao Tan
    ,
    Joyce Chai
    , Mohit Bansal
  48. Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
    EMNLP 2025 ·
    Ziyang Wang
    ,
    Jaehong Yoon
    ,
    Shoubin Yu
    ,
    Md Mohaiminul Islam
    ,
    Gedas Bertasius
    , Mohit Bansal
  49. Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning
    EMNLP 2025 ·
    Daeun Lee
    ,
    Jaehong Yoon
    ,
    Jaemin Cho
    , Mohit Bansal
  50. VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
    CVPR 2025 ·
    Ziyang Wang
    ,
    Shoubin Yu
    ,
    Elias Stengel-Eskin
    ,
    Jaehong Yoon
    ,
    Feng Cheng
    ,
    Gedas Bertasius
    , Mohit Bansal
  51. A Simple LLM Framework for Long-Range Video Question-Answering
    EMNLP 2024 ·
    Ce Zhang
    ,
    Taixi Lu
    ,
    Md Mohaiminul Islam
    ,
    Ziyang Wang
    ,
    Shoubin Yu
    , Mohit Bansal,
    Gedas Bertasius
  52. ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization
    ACL 2024 ·
    David Wan
    ,
    Koustuv Sinha
    ,
    Srini Iyer
    ,
    Asli Celikyilmaz
    , Mohit Bansal,
    Ramakanth Pasunuru
  53. ADaPT: As-Needed Decomposition and Planning with Language Models
    NAACL 2024 ·
    Archiki Prasad
    ,
    Alexander Koller
    ,
    Mareike Hartmann
    ,
    Peter Clark
    ,
    Ashish Sabharwal
    , Mohit Bansal,
    Tushar Khot
  54. Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
    ICLR 2024 ·
    Yiyang Zhou
    ,
    Chenhang Cui
    ,
    Jaehong Yoon
    ,
    Linjun Zhang
    ,
    Zhun Deng
    ,
    Chelsea Finn
    , Mohit Bansal,
    Huaxiu Yao
  55. Branch-Solve-Merge Improves Large Language Model Evaluation and Generation
    NAACL 2024 ·
    Swarnadeep Saha
    ,
    Omer Levy
    ,
    Asli Celikyilmaz
    , Mohit Bansal,
    Jason Weston
    ,
    Xian Li
  56. Can Sensitive Information Be Deleted From LLMs? Objectives for Defending Against Extraction Attacks
    ICLR 2024 ·
    Vaidehi Patil
    ,
    Peter Hase
    , Mohit Bansal
  57. CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation
    CVPR 2024 ·
    Zineng Tang
    ,
    Ziyi Yang
    ,
    Mahmoud Khademi
    ,
    Yang Liu
    ,
    Chenguang Zhu
    , Mohit Bansal
  58. Contrastive Region Guidance: Improving Grounding in Vision-Language Models Without Training
    ECCV 2024 ·
    David Wan
    ,
    Jaemin Cho
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  59. D2 Pruning: Message Passing for Balancing Diversity & Difficulty in Data Pruning
    ICLR 2024 ·
    Adyasha Maharana
    ,
    Prateek Yadav
    , Mohit Bansal
  60. Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation
    ICLR 2024 ·
    Jaemin Cho
    ,
    Yushi Hu
    ,
    Jason M. Baldridge
    ,
    Roopal Garg
    ,
    Peter Anderson
    ,
    Ranjay Krishna
    , Mohit Bansal,
    Jordi Pont-Tuset
    ,
    Su Wang
  61. Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation
    CVPR 2024 ·
    Jaemin Cho
    ,
    Linjie Li
    ,
    Zhengyuan Yang
    ,
    Zhe Gan
    ,
    Lijuan Wang
    , Mohit Bansal
  62. ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
    ICLR 2024 ·
    Yi-Lin Sung
    ,
    Jaehong Yoon
    , Mohit Bansal
  63. Evaluating Very Long-Term Conversational Memory of LLM Agents
    ACL 2024 ·
    Adyasha Maharana
    ,
    Dong-Ho Lee
    ,
    Sergey Tulyakov
    , Mohit Bansal,
    Francesco Barbieri
    ,
    Yuwei Fang
  64. Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM
    EMNLP 2024 ·
    Haw-Shiuan Chang
    ,
    Nanyun Peng
    , Mohit Bansal,
    Anil Ramakrishna
    ,
    Tagyoung Chung
  65. Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024
    EMNLP 2024 ·
    Yaser Al-Onaizan
    , Mohit Bansal,
    Yun-Nung Chen
  66. GTBench: Uncovering the Strategic Reasoning Capabilities of LLMs via Game-Theoretic Evaluations
    NeurIPS 2024 ·
    Jinhao Duan
    ,
    Renming Zhang
    ,
    James Diffenderfer
    ,
    Bhavya Kailkhura
    ,
    Lichao Sun
    ,
    Elias Stengel-Eskin
    , Mohit Bansal,
    Tianlong Chen
    ,
    Kaidi Xu
  67. Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings
    ACL 2024 ·
    Yichen Jiang
    ,
    Xiang Zhou
    , Mohit Bansal
  68. Knowledge-Aware Reasoning over Multimodal Semi-structured Tables
    EMNLP 2024 ·
    Suyash Vardhan Mathur
    ,
    Jainit Sushil Bafna
    ,
    Kunal Kartik
    ,
    Harshita Khandelwal
    ,
    Manish Shrivastava
    ,
    Vivek Gupta
    , Mohit Bansal,
    Dan Roth
  69. LACIE: Listener-Aware Finetuning for Calibration in Large Language Models
    NeurIPS 2024 ·
    Elias Stengel-Eskin
    ,
    Peter Hase
    , Mohit Bansal
  70. LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints
    EMNLP 2024 ·
    Thomas Palmeira Ferraz
    ,
    Kartik Mehta
    ,
    Yu-Hsiang Lin
    ,
    Haw-Shiuan Chang
    ,
    Shereen Oraby
    ,
    Sijia Liu
    ,
    Vivek Subramanian
    ,
    Tagyoung Chung
    , Mohit Bansal,
    Nanyun Peng
  71. MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models
    ICML 2024 ·
    Justin Chih-Yao Chen
    ,
    Swarnadeep Saha
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  72. MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System
    ACM MM 2024 ·
    Ansel Blume
    ,
    Khanh Duy Nguyen
    ,
    Zhenhailong Wang
    ,
    Yangyi Chen
    ,
    Michal Shlapentokh-Rothman
    ,
    Xiaomeng Jin
    ,
    Jeonghwan Kim
    ,
    Zhen Zhu
    ,
    Jiateng Liu
    ,
    Kuan-Hao Huang
    ,
    Mankeerat Sidhu
    ,
    Xuanming Zhang
    ,
    Vivian Liu
    ,
    Raunak Sinha
    ,
    Te-Lin Wu
    ,
    Abhay Zala
    ,
    Elias Stengel-Eskin
    ,
    Da Yin
    ,
    Yao Xiao
    ,
    Utkarsh Mall
    ,
    Zhou Yu
    ,
    Kai-Wei Chang
    ,
    Camille Cobb
    ,
    Karrie Karahalios
    ,
    Lydia B. Chilton
    , Mohit Bansal,
    Nanyun Peng
    ,
    Carl Vondrick
    ,
    Derek Hoiem
    ,
    Heng Ji
  73. Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
    ACL 2024 ·
    Xiyao Wang
    ,
    Yuhang Zhou
    ,
    Xiaoyu Liu
    ,
    Hongjin Lu
    ,
    Yuancheng Xu
    ,
    Feihong He
    ,
    Jaehong Yoon
    ,
    Taixi Lu
    ,
    Fuxiao Liu
    ,
    Gedas Bertasius
    , Mohit Bansal,
    Huaxiu Yao
    ,
    Furong Huang
  74. Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy
    ICLR 2024 ·
    Pingzhi Li
    ,
    Zhenyu Zhang
    ,
    Prateek Yadav
    ,
    Yi-Lin Sung
    ,
    Yu Cheng
    , Mohit Bansal,
    Tianlong Chen
  75. Multimodal Representation Learning by Alternating Unimodal Adaptation
    CVPR 2024 ·
    Xiaohui Zhang
    ,
    Jaehong Yoon
    , Mohit Bansal,
    Huaxiu Yao
  76. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
    ,
    Lichao Sun
    ,
    Haoran Wang
    ,
    Siyuan Wu
    ,
    Qihui Zhang
    ,
    Yuan Li
    ,
    Chujie Gao
    ,
    Yixin Huang
    ,
    Wenhan Lyu
    ,
    Yixuan Zhang
    ,
    Xiner Li
    ,
    Hanchi Sun
    ,
    Zhengliang Liu
    ,
    Yixin Liu
    ,
    Yijue Wang
    ,
    Zhikun Zhang
    ,
    Bertie Vidgen
    ,
    Bhavya Kailkhura
    ,
    Caiming Xiong
    ,
    Chaowei Xiao
    ,
    Chunyuan Li
    ,
    Eric P. Xing
    ,
    Furong Huang
    ,
    Hao Liu
    ,
    Heng Ji
    ,
    Hongyi Wang
    ,
    Huan Zhang
    ,
    Huaxiu Yao
    ,
    Manolis Kellis
    ,
    Marinka Zitnik
    ,
    Meng Jiang
    , Mohit Bansal,
    James Zou
    ,
    Jian Pei
    ,
    Jian Liu
    ,
    Jianfeng Gao
    ,
    Jiawei Han
    ,
    Jieyu Zhao
    ,
    Jiliang Tang
    ,
    Jindong Wang
    ,
    Joaquin Vanschoren
    ,
    John C. Mitchell
    ,
    Kai Shu
    ,
    Kaidi Xu
    ,
    Kai-Wei Chang
    ,
    Lifang He
    ,
    Lifu Huang
    ,
    Michael Backes
    ,
    Neil Zhenqiang Gong
    ,
    Philip S. Yu
    ,
    Pin-Yu Chen
    ,
    Quanquan Gu
    ,
    Ran Xu
    ,
    Rex Ying
    ,
    Shuiwang Ji
    ,
    Suman Jana
    ,
    Tianlong Chen
    ,
    Tianming Liu
    ,
    Tianyi Zhou
    ,
    William Wang
    ,
    Xiang Li
    ,
    Xiangliang Zhang
    ,
    Xiao Wang
    ,
    Xing Xie
    ,
    Xun Chen
    ,
    Xuyu Wang
    ,
    Yan Liu
    ,
    Yanfang Ye
    ,
    Yinzhi Cao
    ,
    Yong Chen
    ,
    Yue Zhao
  77. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024
    EMNLP 2024 ·
    Yaser Al-Onaizan
    , Mohit Bansal,
    Yun-Nung Chen
  78. Prompting Vision-Language Models For Aspect-Controlled Generation of Referring Expressions
    NAACL 2024 ·
    Danfeng Guo
    ,
    Sanchit Agarwal
    ,
    Arpit Gupta
    ,
    Jiun-Yu Kao
    ,
    Emre Barut
    ,
    Tagyoung Chung
    ,
    Jing Huang
    , Mohit Bansal
  79. REFINESUMM: Self-Refining MLLM for Generating a Multimodal Summarization Dataset
    ACL 2024 ·
    Vaidehi Patil
    ,
    Leonardo F. R. Ribeiro
    ,
    Mengwen Liu
    , Mohit Bansal,
    Markus Dreyer
  80. ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs
    ACL 2024 ·
    Justin Chih-Yao Chen
    ,
    Swarnadeep Saha
    , Mohit Bansal
  81. ReGAL: Refactoring Programs to Discover Generalizable Abstractions
    ICML 2024 ·
    Elias Stengel-Eskin
    ,
    Archiki Prasad
    , Mohit Bansal
  82. Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models
    ICLR 2024 ·
    Archiki Prasad
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  83. Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts
    CVPR 2024 ·
    Qin Liu
    ,
    Jaemin Cho
    , Mohit Bansal,
    Marc Niethammer
  84. SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
    NeurIPS 2024 ·
    Jialu Li
    ,
    Jaemin Cho
    ,
    Yi-Lin Sung
    ,
    Jaehong Yoon
    , Mohit Bansal
  85. Soft Self-Consistency Improves Language Models Agents
    ACL 2024 ·
    Han Wang
    ,
    Archiki Prasad
    ,
    Elias Stengel-Eskin
    , Mohit Bansal
  86. The Power of Summary-Source Alignments
    ACL 2024 ·
    Ori Ernst
    ,
    Ori Shapira
    ,
    Aviv Slobodkin
    ,
    Sharon Adar
    , Mohit Bansal,
    Jacob Goldberger
    ,
    Ran Levy
    ,
    Ido Dagan
  87. The Unreasonable Effectiveness of Easy Training Data for Hard Tasks
    ACL 2024 ·
    Peter Hase
    , Mohit Bansal,
    Peter Clark
    ,
    Sarah Wiegreffe
  88. VLN-Video: Utilizing Driving Videos for Outdoor Vision-and-Language Navigation
    AAAI 2024 ·
    Jialu Li
    ,
    Aishwarya Padmakumar
    ,
    Gaurav S. Sukhatme
    , Mohit Bansal
  89. Zero-Shot Controllable Image-to-Video Animation via Motion Decomposition
    ACM MM 2024 ·
    Shoubin Yu
    ,
    Jacob Zhiyuan Fang
    ,
    Jian Zheng
    ,
    Gunnar A. Sigurdsson
    ,
    Vicente Ordonez
    ,
    Robinson Piramuthu
    , Mohit Bansal