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

Shoubin Yu
DBLP profile ↗ORCID search ↗
×4
David Wan
DBLP profile ↗ORCID search ↗
×4
Justin Chih-Yao Chen
DBLP profile ↗ORCID search ↗
×4
Duy Nguyen
DBLP profile ↗ORCID search ↗
×3
Han Wang
DBLP profile ↗ORCID search ↗
×3
Adyasha Maharana
DBLP profile ↗ORCID search ↗
×3
Yiyang Zhou
DBLP profile ↗ORCID search ↗
×3
Han Lin
DBLP profile ↗ORCID search ↗
×3
Jaemin Cho
DBLP profile ↗ORCID search ↗
×3
Archiki Prasad
DBLP profile ↗ORCID search ↗
×3
Elias Stengel-Eskin
DBLP profile ↗ORCID search ↗
×3
Jialu Li
DBLP profile ↗ORCID search ↗
×3

Papers

  1. DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning
    EACL 2026 ·
    Nithin Sivakumaran
    DBLP profile ↗ORCID search ↗
  2. DreamRunner: Fine-Grained Compositional Story-to-Video Generation with Retrieval-Augmented Motion Adaptation
    AAAI 2026 ·
    Zun Wang
    DBLP profile ↗ORCID search ↗
  3. GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs
    ACL 2026 ·
    Duy Nguyen
    DBLP profile ↗ORCID search ↗
  4. Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact
    EACL 2026 ·
    Hyunji Lee
    DBLP profile ↗ORCID search ↗
  5. PRInTS: Reward Modeling for Long-Horizon Information Seeking
    ACL 2026 ·
    Jaewoo Lee
    DBLP profile ↗ORCID search ↗
  6. PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise
    ACL 2026 ·
    Sapir Harary
    DBLP profile ↗ORCID search ↗
  7. RotBench: Evaluating Multi-modal Large Language Models on Identifying Image Rotation
    EACL 2026 ·
    Tianyi Niu
    DBLP profile ↗ORCID search ↗
  8. Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection
    ACL 2026 ·
    Tianyi Niu
    DBLP profile ↗ORCID search ↗
  9. Self-Correcting Text-to-Video Generation with Misalignment Detection and Localized Refinement
    ACL 2026 ·
    Daeun Lee
    DBLP profile ↗ORCID search ↗
  10. Stabilizing Efficient Reasoning with Step-Level Advantage Selection
    ACL 2026 ·
    Han Wang
    DBLP profile ↗ORCID search ↗
  11. TimeRefine: Temporal Grounding with Time Refining Video LLM
    WACV 2026 ·
    Xizi Wang
    DBLP profile ↗ORCID search ↗
  12. 4D-LRM: Large Space-Time Reconstruction Model From and To Any View at Any Time
    NeurIPS 2025 ·
    Ziqiao Ma
    DBLP profile ↗ORCID search ↗
  13. AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge
    NAACL 2025 ·
    Han Wang
    DBLP profile ↗ORCID search ↗
  14. Adapt-∞: Scalable Continual Multimodal Instruction Tuning via Dynamic Data Selection
    ICLR 2025 ·
    Adyasha Maharana
    DBLP profile ↗ORCID search ↗
  15. Anyprefer: An Agentic Framework for Preference Data Synthesis
    ICLR 2025 ·
    Yiyang Zhou
    DBLP profile ↗ORCID search ↗
  16. Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents
    NeurIPS 2025 ·
    Han Lin
    DBLP profile ↗ORCID search ↗
  17. Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel
    ICLR 2025 ·
    Zun Wang
    DBLP profile ↗ORCID search ↗
  18. CAPTURe: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting
    ICCV 2025 ·
    Atin Pothiraj
    DBLP profile ↗ORCID search ↗
  19. CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
    ICLR 2025 ·
    Shoubin Yu
    DBLP profile ↗ORCID search ↗
  20. Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model
    ICLR 2025 ·
    Han Lin
    DBLP profile ↗ORCID search ↗
  21. Dam: Dynamic Adapter Merging for Continual Video QA Learning
    WACV 2025 ·
    Feng Cheng
    DBLP profile ↗ORCID search ↗
  22. DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback
    ICLR 2025 ·
    Zaid Khan
    DBLP profile ↗ORCID search ↗
  23. FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline
    EMNLP 2025 ·
    Parker Seegmiller
    DBLP profile ↗ORCID search ↗
  24. Glider: Global and Local Instruction-Driven Expert Router
    EMNLP 2025 ·
    Pingzhi Li
    DBLP profile ↗ORCID search ↗
  25. Improving Faithfulness of Text-to-Image Diffusion Models through Inference Intervention
    WACV 2025 ·
    Danfeng Guo
    DBLP profile ↗ORCID search ↗
  26. LAQuer: Localized Attribution Queries in Content-grounded Generation
    ACL 2025 ·
    Eran Hirsch
    DBLP profile ↗ORCID search ↗
  27. LASeR: Learning to Adaptively Select Reward Models with Multi-Arm Bandits
    NeurIPS 2025 ·
    Duy Nguyen
    DBLP profile ↗ORCID search ↗
  28. Language Models Identify Ambiguities and Exploit Loopholes
    EMNLP 2025 ·
    Jio Choi
    DBLP profile ↗ORCID search ↗
  29. M3DocVQA: Multi-Modal Multi-Page Multi-Document Understanding
    ICCV 2025 ·
    Jaemin Cho
    DBLP profile ↗ORCID search ↗
  30. MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration
    NAACL 2025 ·
    David Wan
    DBLP profile ↗ORCID search ↗
  31. MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning
    EMNLP 2025 ·
    Justin Chih-Yao Chen
    DBLP profile ↗ORCID search ↗
  32. MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation
    EMNLP 2025 ·
    Shoubin Yu
    DBLP profile ↗ORCID search ↗
  33. Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level
    CVPR 2025 ·
    Andong Deng
    DBLP profile ↗ORCID search ↗
  34. Multi-Attribute Steering of Language Models via Targeted Intervention
    ACL 2025 ·
    Duy Nguyen
    DBLP profile ↗ORCID search ↗
  35. On Positional Bias of Faithfulness for Long-form Summarization
    NAACL 2025 ·
    David Wan
    DBLP profile ↗ORCID search ↗
  36. RACCooN: Versatile Instructional Video Editing with Auto-Generated Narratives
    EMNLP 2025 ·
    Jaehong Yoon
    DBLP profile ↗ORCID search ↗
  37. ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding
    NeurIPS 2025 ·
    Yiyang Zhou
    DBLP profile ↗ORCID search ↗
  38. Reverse Thinking Makes LLMs Stronger Reasoners
    NAACL 2025 ·
    Justin Chih-Yao Chen
    DBLP profile ↗ORCID search ↗
  39. SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation
    ICLR 2025 ·
    Jaehong Yoon
    DBLP profile ↗ORCID search ↗
  40. SAME: Learning Generic Language-Guided Visual Navigation with State-Adaptive Mixture of Experts
    ICCV 2025 ·
    Gengze Zhou
    DBLP profile ↗ORCID search ↗
  41. See It from My Perspective: How Language Affects Cultural Bias in Image Understanding
    ICLR 2025 ·
    Amith Ananthram
    DBLP profile ↗ORCID search ↗
  42. Self-Consistency Preference Optimization
    ICML 2025 ·
    Archiki Prasad
    DBLP profile ↗ORCID search ↗
  43. System 1.x: Learning to Balance Fast and Slow Planning with Language Models
    ICLR 2025 ·
    Swarnadeep Saha
    DBLP profile ↗ORCID search ↗
  44. Teaching Models to Balance Resisting and Accepting Persuasion
    NAACL 2025 ·
    Elias Stengel-Eskin
    DBLP profile ↗ORCID search ↗
  45. Unbounded: A Generative Infinite Game of Character Life Simulation
    ICLR 2025 ·
    Jialu Li
    DBLP profile ↗ORCID search ↗
  46. VEDIT: Latent Prediction Architecture For Procedural Video Representation Learning
    ICLR 2025 ·
    Han Lin
    DBLP profile ↗ORCID search ↗
  47. VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation
    ICCV 2025 ·
    Shoubin Yu
    DBLP profile ↗ORCID search ↗
  48. Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
    EMNLP 2025 ·
    Ziyang Wang
    DBLP profile ↗ORCID search ↗
  49. Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning
    EMNLP 2025 ·
    Daeun Lee
    DBLP profile ↗ORCID search ↗
  50. VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
    CVPR 2025 ·
    Ziyang Wang
    DBLP profile ↗ORCID search ↗
  51. A Simple LLM Framework for Long-Range Video Question-Answering
    EMNLP 2024 ·
    Ce Zhang
    DBLP profile ↗ORCID search ↗
  52. ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization
    ACL 2024 ·
    David Wan
    DBLP profile ↗ORCID search ↗
  53. ADaPT: As-Needed Decomposition and Planning with Language Models
    NAACL 2024 ·
    Archiki Prasad
    DBLP profile ↗ORCID search ↗
  54. Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
    ICLR 2024 ·
    Yiyang Zhou
    DBLP profile ↗ORCID search ↗
  55. Branch-Solve-Merge Improves Large Language Model Evaluation and Generation
    NAACL 2024 ·
    Swarnadeep Saha
    DBLP profile ↗ORCID search ↗
  56. Can Sensitive Information Be Deleted From LLMs? Objectives for Defending Against Extraction Attacks
    ICLR 2024 ·
    Vaidehi Patil
    DBLP profile ↗ORCID search ↗
  57. CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation
    CVPR 2024 ·
    Zineng Tang
    DBLP profile ↗ORCID search ↗
  58. Contrastive Region Guidance: Improving Grounding in Vision-Language Models Without Training
    ECCV 2024 ·
    David Wan
    DBLP profile ↗ORCID search ↗
  59. D2 Pruning: Message Passing for Balancing Diversity & Difficulty in Data Pruning
    ICLR 2024 ·
    Adyasha Maharana
    DBLP profile ↗ORCID search ↗
  60. Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation
    ICLR 2024 ·
    Jaemin Cho
    DBLP profile ↗ORCID search ↗
  61. Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation
    CVPR 2024 ·
    Jaemin Cho
    DBLP profile ↗ORCID search ↗
  62. ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
    ICLR 2024 ·
    Yi-Lin Sung
    DBLP profile ↗ORCID search ↗
  63. Evaluating Very Long-Term Conversational Memory of LLM Agents
    ACL 2024 ·
    Adyasha Maharana
    DBLP profile ↗ORCID search ↗
  64. Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM
    EMNLP 2024 ·
    Haw-Shiuan Chang
    DBLP profile ↗ORCID search ↗
  65. Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024
    EMNLP 2024 ·
    Yaser Al-Onaizan
    DBLP profile ↗ORCID search ↗
  66. GTBench: Uncovering the Strategic Reasoning Capabilities of LLMs via Game-Theoretic Evaluations
    NeurIPS 2024 ·
    Jinhao Duan
    DBLP profile ↗ORCID search ↗
  67. Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings
    ACL 2024 ·
    Yichen Jiang
    DBLP profile ↗ORCID search ↗
  68. Knowledge-Aware Reasoning over Multimodal Semi-structured Tables
    EMNLP 2024 ·
    Suyash Vardhan Mathur
    DBLP profile ↗ORCID search ↗
  69. LACIE: Listener-Aware Finetuning for Calibration in Large Language Models
    NeurIPS 2024 ·
    Elias Stengel-Eskin
    DBLP profile ↗ORCID search ↗
  70. LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints
    EMNLP 2024 ·
    Thomas Palmeira Ferraz
    DBLP profile ↗ORCID search ↗
  71. MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models
    ICML 2024 ·
    Justin Chih-Yao Chen
    DBLP profile ↗ORCID search ↗
  72. MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System
    ACM MM 2024 ·
    Ansel Blume
    DBLP profile ↗ORCID search ↗
  73. Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
    ACL 2024 ·
    Xiyao Wang
    DBLP profile ↗ORCID search ↗
  74. Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy
    ICLR 2024 ·
    Pingzhi Li
    DBLP profile ↗ORCID search ↗
  75. Multimodal Representation Learning by Alternating Unimodal Adaptation
    CVPR 2024 ·
    Xiaohui Zhang
    DBLP profile ↗ORCID search ↗
  76. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
    DBLP profile ↗ORCID search ↗
  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
    DBLP profile ↗ORCID search ↗
  78. Prompting Vision-Language Models For Aspect-Controlled Generation of Referring Expressions
    NAACL 2024 ·
    Danfeng Guo
    DBLP profile ↗ORCID search ↗
  79. REFINESUMM: Self-Refining MLLM for Generating a Multimodal Summarization Dataset
    ACL 2024 ·
    Vaidehi Patil
    DBLP profile ↗ORCID search ↗
  80. ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs
    ACL 2024 ·
    Justin Chih-Yao Chen
    DBLP profile ↗ORCID search ↗
  81. ReGAL: Refactoring Programs to Discover Generalizable Abstractions
    ICML 2024 ·
    Elias Stengel-Eskin
    DBLP profile ↗ORCID search ↗
  82. Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models
    ICLR 2024 ·
    Archiki Prasad
    DBLP profile ↗ORCID search ↗
  83. Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts
    CVPR 2024 ·
    Qin Liu
    DBLP profile ↗ORCID search ↗
  84. SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
    NeurIPS 2024 ·
    Jialu Li
    DBLP profile ↗ORCID search ↗
  85. Soft Self-Consistency Improves Language Models Agents
    ACL 2024 ·
    Han Wang
    DBLP profile ↗ORCID search ↗
  86. The Power of Summary-Source Alignments
    ACL 2024 ·
    Ori Ernst
    DBLP profile ↗ORCID search ↗
  87. The Unreasonable Effectiveness of Easy Training Data for Hard Tasks
    ACL 2024 ·
    Peter Hase
    DBLP profile ↗ORCID search ↗
  88. VLN-Video: Utilizing Driving Videos for Outdoor Vision-and-Language Navigation
    AAAI 2024 ·
    Jialu Li
    DBLP profile ↗ORCID search ↗
  89. Zero-Shot Controllable Image-to-Video Animation via Motion Decomposition
    ACM MM 2024 ·
    Shoubin Yu
    DBLP profile ↗ORCID search ↗